Fathom is on a mission to use AI to understand and structure the world's medical data, starting by making sense of the terabytes of clinician notes contained within the electronic health records of the world's largest health systems. Our deep learning engine automates the translation of patient records into the billing codes used for healthcare provider reimbursement, a process today that costs hospitals in the US $15B+ annually and tens of billions more in errors and denied claims. We are a venture-backed company that completed a Series B round of financing for $46M in late 2022. Fathom is seeking a Software Engineering Manager in the Bay area who will work across our entire company to develop teams, build culture, and drive larger organizational goals. We are seeking someone who is a technical expert and people manager. The Software Engineering Manager will focus on developing talent and building systems that scale from both an operational and an organizational perspective. Please note, this position has a minimum requirement of 4 years of software engineering experience, a minimum of 2+ years of people management experience and managing a minimum of 10+ direct reports. It requires managing a distributed team across North America and Poland, along with the ability to work in the Eastern time zone for a minimum of 6 hours daily. Your role and responsibilities will include: Driving hiring, onboarding and retain talented Team Leads, Tech Leads and Software Engineers Coaching engineers through the product delivery process Facilitating regular 1:1s and career growth conversations with your direct reports, that includes: goal setting, feedback, code reviews, coaching, and mentoring Keeping a constant pulse across the engineering department to ensure team satisfaction and health, continuous growth and learning, and overall alignment Developing systems, strategies, high standards and collaborate closely with other stakeholders to deliver business value Building and enforce engineering best practices including design documentation and routine stand-ups Managing teams at a high level and prioritizing tasks We are looking for a teammate with: 4+ years of development experience in a company/production setting 2+ years of people management experience and managing a team of 10+ direct reports Prior hands-on software engineering experience and a solid understanding of backend systems, infrastructure, databases and large-scale data processing frameworks A track record of meeting objectives using metrics and providing business value Ability to evaluate languages and tools to effectively solve problems Confidence working through ambiguity and building process around it Experience evolving nascent systems and processes from functional to scalable Exceptional collaboration and communication skills across distributed teams Bonus points if you have: Developed systems to do or support machine learning Experience being exposed to healthcare data and/or other high-security environments Managed in remote, multi-time-zone environments Worked with large-scale data labelling and acquisition Salary range: $180 000 - $250 000 USD About the company What if you had a coder who could code millions of charts per day at unparalleled accuracy and cost? Fathom uses AI to automatically code charts straight to billing.
04/02/2026
Full time
Fathom is on a mission to use AI to understand and structure the world's medical data, starting by making sense of the terabytes of clinician notes contained within the electronic health records of the world's largest health systems. Our deep learning engine automates the translation of patient records into the billing codes used for healthcare provider reimbursement, a process today that costs hospitals in the US $15B+ annually and tens of billions more in errors and denied claims. We are a venture-backed company that completed a Series B round of financing for $46M in late 2022. Fathom is seeking a Software Engineering Manager in the Bay area who will work across our entire company to develop teams, build culture, and drive larger organizational goals. We are seeking someone who is a technical expert and people manager. The Software Engineering Manager will focus on developing talent and building systems that scale from both an operational and an organizational perspective. Please note, this position has a minimum requirement of 4 years of software engineering experience, a minimum of 2+ years of people management experience and managing a minimum of 10+ direct reports. It requires managing a distributed team across North America and Poland, along with the ability to work in the Eastern time zone for a minimum of 6 hours daily. Your role and responsibilities will include: Driving hiring, onboarding and retain talented Team Leads, Tech Leads and Software Engineers Coaching engineers through the product delivery process Facilitating regular 1:1s and career growth conversations with your direct reports, that includes: goal setting, feedback, code reviews, coaching, and mentoring Keeping a constant pulse across the engineering department to ensure team satisfaction and health, continuous growth and learning, and overall alignment Developing systems, strategies, high standards and collaborate closely with other stakeholders to deliver business value Building and enforce engineering best practices including design documentation and routine stand-ups Managing teams at a high level and prioritizing tasks We are looking for a teammate with: 4+ years of development experience in a company/production setting 2+ years of people management experience and managing a team of 10+ direct reports Prior hands-on software engineering experience and a solid understanding of backend systems, infrastructure, databases and large-scale data processing frameworks A track record of meeting objectives using metrics and providing business value Ability to evaluate languages and tools to effectively solve problems Confidence working through ambiguity and building process around it Experience evolving nascent systems and processes from functional to scalable Exceptional collaboration and communication skills across distributed teams Bonus points if you have: Developed systems to do or support machine learning Experience being exposed to healthcare data and/or other high-security environments Managed in remote, multi-time-zone environments Worked with large-scale data labelling and acquisition Salary range: $180 000 - $250 000 USD About the company What if you had a coder who could code millions of charts per day at unparalleled accuracy and cost? Fathom uses AI to automatically code charts straight to billing.
Fathom is on a mission to use AI to understand and structure the world's medical data, starting by making sense of the terabytes of clinician notes contained within the electronic health records of the world's largest health systems. Our deep learning engine automates the translation of patient records into the billing codes used for healthcare provider reimbursement, a process today that costs hospitals in the US $15B+ annually and tens of billions more in errors and denied claims. We are a venture-backed company that completed a Series B round of financing for $46M in late 2022. We are looking for a Senior Software Engineer, Backend to work on data products that drive the core of our business. We want to work with teammates in the Bay area, who are excited about learning how to build and support machine learning pipelines that scale not just computationally, but in ways that are flexible, iterative, and geared for collaboration. If you are a backend expert able to unify data, and build systems that scale from both an operational and an organizational perspective, Fathom is an opportunity worth exploring! Your role and responsibilities will include: Developing data infrastructure to ingest, sanitize and normalize a broad range of medical data, such as electronics health records, journals, established medical ontologies, crowd-sourced labelling and other human inputs Building performant and expressive interfaces to the data Creating infrastructure to help us not only scale up data ingest, but large-scale cloud-based machine learning We are looking for a teammate with: 5+ years of development experience in a company/production setting Experience building data pipelines from disparate sources Hands-on experience building and scaling up compute clusters A solid understanding of databases and large-scale data processing frameworks like Hadoop or Spark and the ability to evaluate which tools to use on the job A unique combination of creative and analytic skills apt of designing a system capable of pulling together, training, and testing dozens of data sources under a unified ontology Bonus points if you have: Know-how of developing systems to do or support machine learning, including experience working with NLP toolkits like Stanford CoreNLP, OpenNLP, and/or Python's NLTK Expertise with wrangling healthcare data and/or HIPAA Experience with managing large-scale data labelling and acquisition, through tools such as through Amazon Turk or DeepDive Salary range: $160 000 - $220 000 USD About the company What if you had a coder who could code millions of charts per day at unparalleled accuracy and cost? Fathom uses AI to automatically code charts straight to billing.
04/02/2026
Full time
Fathom is on a mission to use AI to understand and structure the world's medical data, starting by making sense of the terabytes of clinician notes contained within the electronic health records of the world's largest health systems. Our deep learning engine automates the translation of patient records into the billing codes used for healthcare provider reimbursement, a process today that costs hospitals in the US $15B+ annually and tens of billions more in errors and denied claims. We are a venture-backed company that completed a Series B round of financing for $46M in late 2022. We are looking for a Senior Software Engineer, Backend to work on data products that drive the core of our business. We want to work with teammates in the Bay area, who are excited about learning how to build and support machine learning pipelines that scale not just computationally, but in ways that are flexible, iterative, and geared for collaboration. If you are a backend expert able to unify data, and build systems that scale from both an operational and an organizational perspective, Fathom is an opportunity worth exploring! Your role and responsibilities will include: Developing data infrastructure to ingest, sanitize and normalize a broad range of medical data, such as electronics health records, journals, established medical ontologies, crowd-sourced labelling and other human inputs Building performant and expressive interfaces to the data Creating infrastructure to help us not only scale up data ingest, but large-scale cloud-based machine learning We are looking for a teammate with: 5+ years of development experience in a company/production setting Experience building data pipelines from disparate sources Hands-on experience building and scaling up compute clusters A solid understanding of databases and large-scale data processing frameworks like Hadoop or Spark and the ability to evaluate which tools to use on the job A unique combination of creative and analytic skills apt of designing a system capable of pulling together, training, and testing dozens of data sources under a unified ontology Bonus points if you have: Know-how of developing systems to do or support machine learning, including experience working with NLP toolkits like Stanford CoreNLP, OpenNLP, and/or Python's NLTK Expertise with wrangling healthcare data and/or HIPAA Experience with managing large-scale data labelling and acquisition, through tools such as through Amazon Turk or DeepDive Salary range: $160 000 - $220 000 USD About the company What if you had a coder who could code millions of charts per day at unparalleled accuracy and cost? Fathom uses AI to automatically code charts straight to billing.
An innovative firm is on a mission to revolutionize healthcare data through AI. They seek a Software Engineering Manager to lead and develop teams, ensuring operational excellence and organizational growth. This pivotal role requires a blend of technical expertise and people management skills, focusing on building systems that scale. You will drive hiring, coaching, and best practices while fostering a culture of collaboration across distributed teams. If you have a passion for technology and a desire to make a significant impact in the healthcare sector, this opportunity is perfect for you.
04/02/2026
Full time
An innovative firm is on a mission to revolutionize healthcare data through AI. They seek a Software Engineering Manager to lead and develop teams, ensuring operational excellence and organizational growth. This pivotal role requires a blend of technical expertise and people management skills, focusing on building systems that scale. You will drive hiring, coaching, and best practices while fostering a culture of collaboration across distributed teams. If you have a passion for technology and a desire to make a significant impact in the healthcare sector, this opportunity is perfect for you.
An established industry player is seeking a Senior Software Engineer to enhance their data products using AI. In this role, you will develop robust data infrastructure to process and normalize various medical data sources, ensuring scalable machine learning capabilities. If you have a passion for backend development and a knack for building systems that unify complex data, this opportunity offers a chance to impact the healthcare sector significantly. Join a forward-thinking team dedicated to revolutionizing how medical data is handled, making a real difference in the industry.
04/02/2026
Full time
An established industry player is seeking a Senior Software Engineer to enhance their data products using AI. In this role, you will develop robust data infrastructure to process and normalize various medical data sources, ensuring scalable machine learning capabilities. If you have a passion for backend development and a knack for building systems that unify complex data, this opportunity offers a chance to impact the healthcare sector significantly. Join a forward-thinking team dedicated to revolutionizing how medical data is handled, making a real difference in the industry.
Senior Software Engineer, Machine Learning Pay Competitive Employment type: Full-Time Job Description Req#: . Fathom is on a mission to use AI to understand and structure the world's medical data, starting by making sense of the terabytes of clinician notes contained within the electronic health records of the world's largest health systems. Our deep learning engine automates the translation of patient records into the billing codes used for healthcare provider reimbursement, a process today that costs hospitals in the US $15B+ annually and tens of billions more in errors and denied claims. We are a venture-backed company that completed a Series B round of financing for $46M in late 2022. Are you passionate about machine learning and looking for an opportunity to make an impact in healthcare? We are seeking an extraordinary Senior Software Engineer, Machine Learning in the Bay area who can not only design machine-based systems but also think creatively about the human interactions necessary to augment and train those systems. This is an opportunity to join our team and mission to understand and structure the world's medical data. Your role and responsibilities will include: Developing NLP systems that help us structure and understand biomedical information and patient records Using a variety of structured and unstructured data sources Imagining and implementing creative data-acquisition and labeling systems, using tools and techniques like crowdsourcing and novel active learning approaches Working with the latest NLP approaches (BERT, Transformer) Training your models at scale (Horovod, Nvidia v100s) Employing and iterating on scalable and novel machine learning pipelines (Airflow on Kubernetes) Reading and integrating state of the art techniques into Fathom's ML infrastructure such as Mixed Precision on Transformer networks We are looking for a teammate with: 5+ years of development experience in a company/production setting Experience with deep learning frameworks like TensorFlow or PyTorch Industry or academic experience working on a range of ML problems, particularly NLP Strong software development skills, with a focus on building sound and scalable ML A real passion for finding, analyzing, and incorporating the latest research, technologies and techniques directly into a production environment Good intuition for understanding what good research looks like, and where we should focus effort to maximize outcomes Bonus points if you have: Developed and improved core NLP components and not by just 'grabbing things off the shelf' Led large-scale crowd-sourcing data labeling and acquisition (Amazon Turk, Crowdflower, etc.) Salary range: $160,000 - $220,000 USD About the company What if you had a coder who could code millions of charts per day at unparalleled accuracy and cost? Fathom uses AI to automatically code charts straight to billing.
04/02/2026
Full time
Senior Software Engineer, Machine Learning Pay Competitive Employment type: Full-Time Job Description Req#: . Fathom is on a mission to use AI to understand and structure the world's medical data, starting by making sense of the terabytes of clinician notes contained within the electronic health records of the world's largest health systems. Our deep learning engine automates the translation of patient records into the billing codes used for healthcare provider reimbursement, a process today that costs hospitals in the US $15B+ annually and tens of billions more in errors and denied claims. We are a venture-backed company that completed a Series B round of financing for $46M in late 2022. Are you passionate about machine learning and looking for an opportunity to make an impact in healthcare? We are seeking an extraordinary Senior Software Engineer, Machine Learning in the Bay area who can not only design machine-based systems but also think creatively about the human interactions necessary to augment and train those systems. This is an opportunity to join our team and mission to understand and structure the world's medical data. Your role and responsibilities will include: Developing NLP systems that help us structure and understand biomedical information and patient records Using a variety of structured and unstructured data sources Imagining and implementing creative data-acquisition and labeling systems, using tools and techniques like crowdsourcing and novel active learning approaches Working with the latest NLP approaches (BERT, Transformer) Training your models at scale (Horovod, Nvidia v100s) Employing and iterating on scalable and novel machine learning pipelines (Airflow on Kubernetes) Reading and integrating state of the art techniques into Fathom's ML infrastructure such as Mixed Precision on Transformer networks We are looking for a teammate with: 5+ years of development experience in a company/production setting Experience with deep learning frameworks like TensorFlow or PyTorch Industry or academic experience working on a range of ML problems, particularly NLP Strong software development skills, with a focus on building sound and scalable ML A real passion for finding, analyzing, and incorporating the latest research, technologies and techniques directly into a production environment Good intuition for understanding what good research looks like, and where we should focus effort to maximize outcomes Bonus points if you have: Developed and improved core NLP components and not by just 'grabbing things off the shelf' Led large-scale crowd-sourcing data labeling and acquisition (Amazon Turk, Crowdflower, etc.) Salary range: $160,000 - $220,000 USD About the company What if you had a coder who could code millions of charts per day at unparalleled accuracy and cost? Fathom uses AI to automatically code charts straight to billing.
An innovative company is seeking a Software Engineer, Data to enhance its mission of transforming healthcare data into actionable insights. This role focuses on developing robust data infrastructure and machine learning pipelines that can handle vast amounts of medical data. The ideal candidate will possess a unique blend of analytical and creative skills, allowing them to design systems that unify diverse data sources. Join a forward-thinking team that is revolutionizing the healthcare industry by automating and optimizing the coding of medical records, ultimately improving efficiency and accuracy. If you are passionate about data and technology, this opportunity could be your next big step.
04/02/2026
Full time
An innovative company is seeking a Software Engineer, Data to enhance its mission of transforming healthcare data into actionable insights. This role focuses on developing robust data infrastructure and machine learning pipelines that can handle vast amounts of medical data. The ideal candidate will possess a unique blend of analytical and creative skills, allowing them to design systems that unify diverse data sources. Join a forward-thinking team that is revolutionizing the healthcare industry by automating and optimizing the coding of medical records, ultimately improving efficiency and accuracy. If you are passionate about data and technology, this opportunity could be your next big step.
Senior Software Engineer, Infrastructure Fathom is on a mission to use AI to understand and structure the world's medical data, starting by making sense of the terabytes of clinician notes contained within the electronic health records of the world's largest health systems. Our deep learning engine automates the translation of patient records into the billing codes used for healthcare provider reimbursement, a process today that costs hospitals in the US $15B+ annually and tens of billions more in errors and denied claims. We are a venture-backed company that completed a Series B round of financing for $46M in late 2022. Fathom is hiring for a Senior Software Engineer, Infrastructure to join our expanding team in the Bay area. This opportunity is worth exploring if you are someone who is passionate about intelligent automation and you get excited about being the 10X multiplier on your team. You will be leading the way for us in devops and security. To that end, we are looking for experienced candidates who are comfortable operating with autonomy. We need you to utilize your combination of strong software engineering experience and cloud service mastery savvy to design, deploy, and monitor all operational aspects of our platform. Your role and responsibilities will include: Working to ensure the stability, security, and performance of Fathom's platform Developing dependable internal tools that aid our machine learning and software engineers more efficient, in everything from infrastructure deployment, to continuous integration and testing Maintaining and configuring internal development and access control systems Collaborating with our product and engineering teams to identify strategic long-term projects and preempt infrastructure needs in advance We are looking for a teammate with: 5+ years of development experience in a company/production setting Experience with building, controlling, and monitoring secure cloud-based platforms An ability to define, defend, and drive technical infrastructure decisions and initiatives Basic operational familiarity with databases (SQL and NoSQL) and ability to help pick and implement the right tool for a given job Bonus points if you have: Fluency in Python Knowledge of Google Cloud Experience with tools like Docker, Kubernetes and/or Spark Familiarity with continuous integration systems like CircleCI or Jenkins and/or continuous delivery systems such as Spinnaker Skills in devops in support of machine learning Interest in machine learning and/or healthcare Salary range: $160 000 - $220 000 USD About the company What if you had a coder who could code millions of charts per day at unparalleled accuracy and cost? Fathom uses AI to automatically code charts straight to billing.
04/02/2026
Full time
Senior Software Engineer, Infrastructure Fathom is on a mission to use AI to understand and structure the world's medical data, starting by making sense of the terabytes of clinician notes contained within the electronic health records of the world's largest health systems. Our deep learning engine automates the translation of patient records into the billing codes used for healthcare provider reimbursement, a process today that costs hospitals in the US $15B+ annually and tens of billions more in errors and denied claims. We are a venture-backed company that completed a Series B round of financing for $46M in late 2022. Fathom is hiring for a Senior Software Engineer, Infrastructure to join our expanding team in the Bay area. This opportunity is worth exploring if you are someone who is passionate about intelligent automation and you get excited about being the 10X multiplier on your team. You will be leading the way for us in devops and security. To that end, we are looking for experienced candidates who are comfortable operating with autonomy. We need you to utilize your combination of strong software engineering experience and cloud service mastery savvy to design, deploy, and monitor all operational aspects of our platform. Your role and responsibilities will include: Working to ensure the stability, security, and performance of Fathom's platform Developing dependable internal tools that aid our machine learning and software engineers more efficient, in everything from infrastructure deployment, to continuous integration and testing Maintaining and configuring internal development and access control systems Collaborating with our product and engineering teams to identify strategic long-term projects and preempt infrastructure needs in advance We are looking for a teammate with: 5+ years of development experience in a company/production setting Experience with building, controlling, and monitoring secure cloud-based platforms An ability to define, defend, and drive technical infrastructure decisions and initiatives Basic operational familiarity with databases (SQL and NoSQL) and ability to help pick and implement the right tool for a given job Bonus points if you have: Fluency in Python Knowledge of Google Cloud Experience with tools like Docker, Kubernetes and/or Spark Familiarity with continuous integration systems like CircleCI or Jenkins and/or continuous delivery systems such as Spinnaker Skills in devops in support of machine learning Interest in machine learning and/or healthcare Salary range: $160 000 - $220 000 USD About the company What if you had a coder who could code millions of charts per day at unparalleled accuracy and cost? Fathom uses AI to automatically code charts straight to billing.
An innovative firm is seeking a Senior Product Manager to lead the development of a next-generation interface that enhances their industry-leading AI system. This role requires collaboration with diverse teams to define product requirements and deliver exceptional user experiences. Candidates should have a strong background in product management, web-based application development, and team leadership. If you're passionate about creating impactful solutions in the healthcare space and thrive in a hybrid work environment, this opportunity is perfect for you. Join a forward-thinking company that is transforming medical data processing with cutting-edge technology.
04/02/2026
Full time
An innovative firm is seeking a Senior Product Manager to lead the development of a next-generation interface that enhances their industry-leading AI system. This role requires collaboration with diverse teams to define product requirements and deliver exceptional user experiences. Candidates should have a strong background in product management, web-based application development, and team leadership. If you're passionate about creating impactful solutions in the healthcare space and thrive in a hybrid work environment, this opportunity is perfect for you. Join a forward-thinking company that is transforming medical data processing with cutting-edge technology.
An innovative company is seeking a Senior Software Engineer with a passion for machine learning to join their mission of transforming healthcare through AI. This role involves developing cutting-edge NLP systems that will help structure and analyze vast amounts of medical data. You will work with the latest technologies and frameworks to create scalable solutions that enhance the understanding of patient records. If you are excited about applying your skills in a meaningful way and making a real impact in healthcare, this opportunity is perfect for you. Join a team that is at the forefront of AI innovation in the medical field.
04/02/2026
Full time
An innovative company is seeking a Senior Software Engineer with a passion for machine learning to join their mission of transforming healthcare through AI. This role involves developing cutting-edge NLP systems that will help structure and analyze vast amounts of medical data. You will work with the latest technologies and frameworks to create scalable solutions that enhance the understanding of patient records. If you are excited about applying your skills in a meaningful way and making a real impact in healthcare, this opportunity is perfect for you. Join a team that is at the forefront of AI innovation in the medical field.
An innovative company is seeking a Senior Software Engineer to enhance its AI-driven platform for medical data management. This role involves leading efforts in DevOps and security, ensuring the platform's stability and performance while developing tools that streamline processes for machine learning and software engineering teams. With a focus on cloud services and infrastructure, you will play a crucial role in shaping the future of healthcare automation. If you are passionate about intelligent automation and thrive in a dynamic environment, this position offers a unique opportunity to make a significant impact in the healthcare sector.
04/02/2026
Full time
An innovative company is seeking a Senior Software Engineer to enhance its AI-driven platform for medical data management. This role involves leading efforts in DevOps and security, ensuring the platform's stability and performance while developing tools that streamline processes for machine learning and software engineering teams. With a focus on cloud services and infrastructure, you will play a crucial role in shaping the future of healthcare automation. If you are passionate about intelligent automation and thrive in a dynamic environment, this position offers a unique opportunity to make a significant impact in the healthcare sector.
Fathom is on a mission to use AI to understand and structure the world's medical data, starting by making sense of the terabytes of clinician notes contained within the electronic health records of the world's largest health systems. Our deep learning engine automates the translation of patient records into the billing codes used for healthcare provider reimbursement, a process today that costs hospitals in the US $15B+ annually and tens of billions more in errors and denied claims. We are a venture-backed company that completed a Series B round of financing for $46M in late 2022. We are looking for a Software Engineer, Data to work on data products that drive the core of our business. We want to work with teammates in the Bay area, who are excited about learning how to build and support machine learning pipelines that scale not just computationally, but in ways that are flexible, iterative, and geared for collaboration. If you are a data expert able to unify data, and build systems that scale from both an operational and an organizational perspective, Fathom might be the right fit for you. Your role and responsibilities will include: Developing data infrastructure to ingest, sanitize and normalize a broad range of medical data, such as electronics health records, journals, established medical ontologies, crowd-sourced labelling and other human inputs Building performant and expressive interfaces to the data Creating infrastructure to help us not only scale up data ingest, but large-scale cloud-based machine learning We are looking for a teammate with: 2+ years of development experience in a company/production setting Experience building data pipelines from disparate sources Hands-on experience building and scaling up compute clusters A solid understanding of databases and large-scale data processing frameworks like Hadoop or Spark and the ability to evaluate which tools to use on the job A unique combination of creative and analytic skills apt of designing a system capable of pulling together, training, and testing dozens of data sources under a unified ontology Bonus points if you have: Know-how of developing systems to do or support machine learning, including experience working with NLP toolkits like Stanford CoreNLP, OpenNLP, and/or Python's NLTK Expertise with wrangling healthcare data and/or HIPAA Experience with managing large-scale data labelling and acquisition, through tools such as through Amazon Turk or DeepDive Salary range: $100 000 - $160 000 USD About the company What if you had a coder who could code millions of charts per day at unparalleled accuracy and cost? Fathom uses AI to automatically code charts straight to billing.
04/02/2026
Full time
Fathom is on a mission to use AI to understand and structure the world's medical data, starting by making sense of the terabytes of clinician notes contained within the electronic health records of the world's largest health systems. Our deep learning engine automates the translation of patient records into the billing codes used for healthcare provider reimbursement, a process today that costs hospitals in the US $15B+ annually and tens of billions more in errors and denied claims. We are a venture-backed company that completed a Series B round of financing for $46M in late 2022. We are looking for a Software Engineer, Data to work on data products that drive the core of our business. We want to work with teammates in the Bay area, who are excited about learning how to build and support machine learning pipelines that scale not just computationally, but in ways that are flexible, iterative, and geared for collaboration. If you are a data expert able to unify data, and build systems that scale from both an operational and an organizational perspective, Fathom might be the right fit for you. Your role and responsibilities will include: Developing data infrastructure to ingest, sanitize and normalize a broad range of medical data, such as electronics health records, journals, established medical ontologies, crowd-sourced labelling and other human inputs Building performant and expressive interfaces to the data Creating infrastructure to help us not only scale up data ingest, but large-scale cloud-based machine learning We are looking for a teammate with: 2+ years of development experience in a company/production setting Experience building data pipelines from disparate sources Hands-on experience building and scaling up compute clusters A solid understanding of databases and large-scale data processing frameworks like Hadoop or Spark and the ability to evaluate which tools to use on the job A unique combination of creative and analytic skills apt of designing a system capable of pulling together, training, and testing dozens of data sources under a unified ontology Bonus points if you have: Know-how of developing systems to do or support machine learning, including experience working with NLP toolkits like Stanford CoreNLP, OpenNLP, and/or Python's NLTK Expertise with wrangling healthcare data and/or HIPAA Experience with managing large-scale data labelling and acquisition, through tools such as through Amazon Turk or DeepDive Salary range: $100 000 - $160 000 USD About the company What if you had a coder who could code millions of charts per day at unparalleled accuracy and cost? Fathom uses AI to automatically code charts straight to billing.