53 jobs found in Milwaukee

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Job Description Job Description The C++ Software Engineer will contribute to the advancement of products designed to support the use of electricity. This is a hybrid position with an average of 2 days per week in the office. In this role, you will take ownership of significant portions of an existing software platform, strengthen production code, and help shape the system's evolution. Responsibilities Own, maintain, and enhance production software primarily written in C and C++. Develop extensively in C+ on a modern 64-bit ARM (AArch64) processor and SOM-based platform. Assume responsibility for existing software areas as part of a transition from another engineer, building a strong understanding of the system and its design. Investigate complex issues, debug production code, and deliver improvements that strengthen reliability and maintainability. Work across software interfaces connecting C++ applications with .NET-based components. Collaborate closely with local engineers on system integration, technical decisions, and product development. Contribute directly to software supporting advanced energy systems that help manage, optimize, and coordinate electrical power in real-world operating environments. Essential Skills Strong professional C++ development experience, including hands-on C+ experience. Experience developing software on Linux or similar systems running on modern ARM processors. Strong C/C++ debugging, troubleshooting, and problem-solving skills. Comfort working with software that interacts closely with hardware and other system components. Ability to take ownership of existing code, understand unfamiliar systems, and make thoughtful improvements. Ability to work onsite and collaborate directly with the engineering team. Additional Skills & Qualifications C#/.NET experience or experience interfacing C++ applications with .NET software. Experience with ARM64/AArch64 platforms or System-on-Module architectures. Experience with energy systems, power electronics, controls, IoT, or other hardware-integrated products. Work Environment The position is hybrid with an average of 2 days per week in the office. The work involves developing software on a modern 64-bit ARM (AArch64) processor and System-on-Module platforms. Collaboration with local engineers is essential for system integration, technical decisions, and product development.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier's evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded Comparing pairs of AI-generated images and videos and judging which one better follows the prompt Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original. Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip. Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it. Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way Experience writing short, evidence-based explanations or reviews Comfortable making a clear decision when both options have flaws Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: A valid ID and mobile phone from your country of residence An up-to-date resume that highlights your expertise A LinkedIn profile showing your educational background and work experience Payment: Project work: Earn up to USD $15 per hour Additional incentives: On average, contributors earn an additional 7.5% through Missions - Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week. Free access to leading LLMs, worth $200+/month Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts Collaborate with experts in your field to push the boundaries of pre-release models How to apply: Create an account on Outlier Upload your resume Upload your valid ID Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Job Description Job Description The C++ Software Engineer will contribute to the advancement of products designed to support the use of electricity. This is a hybrid position with an average of 2 days per week in the office. In this role, you will take ownership of significant portions of an existing software platform, strengthen production code, and help shape the system's evolution. Responsibilities Own, maintain, and enhance production software primarily written in C and C++. Develop extensively in C+ on a modern 64-bit ARM (AArch64) processor and SOM-based platform. Assume responsibility for existing software areas as part of a transition from another engineer, building a strong understanding of the system and its design. Investigate complex issues, debug production code, and deliver improvements that strengthen reliability and maintainability. Work across software interfaces connecting C++ applications with .NET-based components. Collaborate closely with local engineers on system integration, technical decisions, and product development. Contribute directly to software supporting advanced energy systems that help manage, optimize, and coordinate electrical power in real-world operating environments. Essential Skills Strong professional C++ development experience, including hands-on C+ experience. Experience developing software on Linux or similar systems running on modern ARM processors. Strong C/C++ debugging, troubleshooting, and problem-solving skills. Comfort working with software that interacts closely with hardware and other system components. Ability to take ownership of existing code, understand unfamiliar systems, and make thoughtful improvements. Ability to work onsite and collaborate directly with the engineering team. Additional Skills & Qualifications C#/.NET experience or experience interfacing C++ applications with .NET software. Experience with ARM64/AArch64 platforms or System-on-Module architectures. Experience with energy systems, power electronics, controls, IoT, or other hardware-integrated products. Work Environment The position is hybrid with an average of 2 days per week in the office. The work involves developing software on a modern 64-bit ARM (AArch64) processor and System-on-Module platforms. Collaboration with local engineers is essential for system integration, technical decisions, and product development.

HelloTech seeks Contract Technicians to deliver in-home and remote tech support for customers nationwide. You'll install and troubleshoot computers, WiFi networks, smart TVs, and smart home devices while providing clear, friendly guidance. Accept jobs through our platform, travel to customer locations, and resolve issues independently. You'll document work, recommend solutions, and uphold safety and privacy standards. Ideal for tech-savvy problem solvers who enjoy flexible, on-demand work with a customer-first, fast-paced culture and opportunities to grow skills over time. Responsibilities Provide in-home and remote tech support for consumers and small businesses Install, configure, and troubleshoot computers, Wi Fi networks, and smart devices Set up and optimize smart TVs, streaming devices, and peripheral hardware Use Hello Tech's platform to accept, manage, and complete on-demand service jobs Document work performed, solutions, and recommendations in job records Communicate clearly with customers, translating technical issues into simple terms Follow safety, privacy, and professionalism standards in every visit Collaborate remotely with support teams to resolve complex issues Required Skills PC hardware diagnostics and repair Home Wi Fi/router setup and optimization Smart TV setup and configuration Smart home device installation Operating system troubleshooting (Windows/mac OS) Basic networking (TCP/IP, DHCP, DNS) Remote support tools usage Customer service and communication Ticketing and documentation Time management and scheduling