AVUM INC
Malibu, California
Job Description Job Description Description: Position Summary Designs, develops, and maintains business intelligence dashboards, reports, and data visualizations that support Avum's internal operations and government mission programs. Transforms complex data in various formats into datasets to create clear, actionable insights for program teams, leadership, and government customers. Leverages advanced analytics, emerging AI, and automation capabilities to enhance reporting workflows, improve data quality, and accelerate analytics delivery. Key Responsibilities Design, build, and maintain interactive BI dashboards and reports using Tableau, QuickSight, Qlik, Appian or similar tools Develop and manage paginated and ad hoc reports for program teams, leadership, and government customers Build and optimize data models, calculated measures and data transformations to support accurate, scalable reporting Develop and maintain ETL processes for data extraction, cleansing, transformation, and loading from multiple sources Respond to ad hoc data calls and reporting requests from program teams and government customers with quick turnaround Perform data quality assurance, validation, and reconciliation to ensure reporting accuracy and data integrity Leverage AI-powered analytics features (e.g., AI-driven insights, natural language queries) to enhance dashboard capabilities and user experience Apply advanced analytic techniques to solve business problems and address needs Identify opportunities to automate recurring reports and data workflows using AI tools, scripting, or low-code platforms Collaborate with stakeholders to gather requirements, define KPIs, and translate business needs into effective data visualizations Present visualizations and findings to stakeholders and program teams Support data migration efforts, system integrations, and BI tool evaluation initiatives Create and maintain documentation for reports, data sources, data dictionaries, and standard operating procedures Monitor dashboard performance, troubleshoot data issues, and implement continuous improvements to reporting solutions Requirements: Required Qualifications Bachelor's degree in data analytics, information systems, computer science, statistics, or related 3+ years of experience in BI development, data analytics, or reporting Strong proficiency in Tableau, Amazon QuickSight, or similar BI platforms, including data modeling and calculated field development Experience with cloud-based BI platforms and data services (Databricks, Palantir Foundry, AWS QuickSight, Azure Synapse, Google Looker) Solid SQL skills with experience writing complex queries against relational databases (e.g., Redshift, Oracle, PostgreSQL, SQL Server) Experience designing star/snowflake schemas and building scalable data models Experience handling semi-unstructured and unstructured data Demonstrated ability to translate business requirements into clear, impactful data visualizations Experience with machine learning, predictive analytics, and other advanced analytics capabilities U.S. citizenship required Ability to obtain and maintain a Secret security clearance Preferred Qualifications Master's degree in data science, analytics, information systems, or related field Active Secret or Top Secret security clearance Experience with AI-enhanced analytics tools (e.g., Qlik Insight Advisor, Tableau AI, natural language query features) Python or R scripting skills for data manipulation, automation, or advanced analytics Familiarity with cutting edge standards for enterprise data architecture (e.g., Palantir Foundry Ontology, Appian data fabric) Tableau Desktop Specialist, Microsoft PL-300, or similar BI certification Experience with ETL tools or frameworks (SSIS, Informatica, AWS Glue, or custom pipelines) Familiarity with Appian, SharePoint, or other enterprise platforms Familiarity with DoD contract writing system data structures (Procurement Data Standard (PDS Experience supporting federal government or DoD customers Knowledge of federal compliance frameworks (CMMC, NIST 800-171) Google Associate Cloud Engineer or similar cloud certification Work Environment & Requirements Hybrid/remote work environment with potential on-site requirements based on contract needs U.S. citizenship required Security clearance: Ability to obtain and maintain a Secret clearance (active clearance preferred) Background check required Equal Employment Opportunity Avum, Inc. is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, veteran status, or any other protected class under federal, state, or local law. Avum is committed to compliance with Section 503 of the Rehabilitation Act and VEVRAA, and maintains an active Affirmative Action Plan.
Job Description Job Description Description: Position Summary Designs, develops, and maintains business intelligence dashboards, reports, and data visualizations that support Avum's internal operations and government mission programs. Transforms complex data in various formats into datasets to create clear, actionable insights for program teams, leadership, and government customers. Leverages advanced analytics, emerging AI, and automation capabilities to enhance reporting workflows, improve data quality, and accelerate analytics delivery. Key Responsibilities Design, build, and maintain interactive BI dashboards and reports using Tableau, QuickSight, Qlik, Appian or similar tools Develop and manage paginated and ad hoc reports for program teams, leadership, and government customers Build and optimize data models, calculated measures and data transformations to support accurate, scalable reporting Develop and maintain ETL processes for data extraction, cleansing, transformation, and loading from multiple sources Respond to ad hoc data calls and reporting requests from program teams and government customers with quick turnaround Perform data quality assurance, validation, and reconciliation to ensure reporting accuracy and data integrity Leverage AI-powered analytics features (e.g., AI-driven insights, natural language queries) to enhance dashboard capabilities and user experience Apply advanced analytic techniques to solve business problems and address needs Identify opportunities to automate recurring reports and data workflows using AI tools, scripting, or low-code platforms Collaborate with stakeholders to gather requirements, define KPIs, and translate business needs into effective data visualizations Present visualizations and findings to stakeholders and program teams Support data migration efforts, system integrations, and BI tool evaluation initiatives Create and maintain documentation for reports, data sources, data dictionaries, and standard operating procedures Monitor dashboard performance, troubleshoot data issues, and implement continuous improvements to reporting solutions Requirements: Required Qualifications Bachelor's degree in data analytics, information systems, computer science, statistics, or related 3+ years of experience in BI development, data analytics, or reporting Strong proficiency in Tableau, Amazon QuickSight, or similar BI platforms, including data modeling and calculated field development Experience with cloud-based BI platforms and data services (Databricks, Palantir Foundry, AWS QuickSight, Azure Synapse, Google Looker) Solid SQL skills with experience writing complex queries against relational databases (e.g., Redshift, Oracle, PostgreSQL, SQL Server) Experience designing star/snowflake schemas and building scalable data models Experience handling semi-unstructured and unstructured data Demonstrated ability to translate business requirements into clear, impactful data visualizations Experience with machine learning, predictive analytics, and other advanced analytics capabilities U.S. citizenship required Ability to obtain and maintain a Secret security clearance Preferred Qualifications Master's degree in data science, analytics, information systems, or related field Active Secret or Top Secret security clearance Experience with AI-enhanced analytics tools (e.g., Qlik Insight Advisor, Tableau AI, natural language query features) Python or R scripting skills for data manipulation, automation, or advanced analytics Familiarity with cutting edge standards for enterprise data architecture (e.g., Palantir Foundry Ontology, Appian data fabric) Tableau Desktop Specialist, Microsoft PL-300, or similar BI certification Experience with ETL tools or frameworks (SSIS, Informatica, AWS Glue, or custom pipelines) Familiarity with Appian, SharePoint, or other enterprise platforms Familiarity with DoD contract writing system data structures (Procurement Data Standard (PDS Experience supporting federal government or DoD customers Knowledge of federal compliance frameworks (CMMC, NIST 800-171) Google Associate Cloud Engineer or similar cloud certification Work Environment & Requirements Hybrid/remote work environment with potential on-site requirements based on contract needs U.S. citizenship required Security clearance: Ability to obtain and maintain a Secret clearance (active clearance preferred) Background check required Equal Employment Opportunity Avum, Inc. is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, veteran status, or any other protected class under federal, state, or local law. Avum is committed to compliance with Section 503 of the Rehabilitation Act and VEVRAA, and maintains an active Affirmative Action Plan.
AVUM INC
Malibu, California
Job Description Job Description Description: Position Summary Avum is seeking an AI/ML Integration Specialist to integrate artificial intelligence and machine learning capabilities into business applications and technology platforms. This role works with engineering, data, and business teams to turn AI solutions into reliable, secure, and scalable production capabilities. Key Responsibilities Design, develop, and maintain integrations connecting AI/ML models, APIs, and services with existing applications. Implement generative AI, large language models (LLMs), natural language processing, computer vision, and predictive analytics capabilities to support business needs. Build and maintain APIs, data pipelines, middleware, and integration workflows. Collaborate with data scientists, engineers, product teams, and business stakeholders to define requirements and move models from development into production. Evaluate and improve AI solution performance, scalability, security, reliability, and cost. Monitor deployed solutions, troubleshoot issues, and establish practices for testing, version control, deployment, and ongoing monitoring. Ensure solutions meet organizational security, privacy, governance, and responsible AI requirements. Document architectures, integrations, and operating procedures, and recommend emerging technologies that support business goals. Compensation The salary range for this position is $105,000 - $130,000 annually, with a target midpoint of $117,000. Actual compensation will be determined based on experience, qualifications, certifications, and geographic location. Avum offers a comprehensive benefits package including medical (Cigna), dental and vision (Principal), 401(k), PTO, education reimbursement, and certification reimbursement. Work Environment & Requirements Hybrid/remote work environment with potential on-site requirements based on contract needs U.S. citizenship required Security clearance may be required based on contract assignment Equal Employment Opportunity Avum, Inc. is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, veteran status, or any other protected class under federal, state, or local law. Avum is committed to compliance with Section 503 of the Rehabilitation Act and VEVRAA, and maintains an active Affirmative Action Plan. Requirements: Required Qualifications U.S. citizenship with the ability to obtain and maintain a U.S. Government security clearance. Bachelor's degree in Computer Science, Software Engineering, Data Science, AI/ML, or a related field. Three or more years of experience in software engineering, systems integration, ML engineering, data engineering, or a related discipline. Experience integrating REST APIs, SDKs, microservices, and third party platforms. Strong programming skills in Python and/or Java, JavaScript, or TypeScript. Understanding of machine learning concepts, the model lifecycle, and AI application architecture. Experience working with databases, data pipelines, JSON, SQL, and cloud environments. Familiarity with Git, CI/CD, testing, logging, monitoring, and production deployment practices. Strong analytical, troubleshooting, communication, and problem solving skills. Preferred Qualifications Experience integrating LLMs and generative AI applications using OpenAI, Azure AI, AWS AI/ML, Google Cloud AI, or comparable platforms. Knowledge of retrieval augmented generation (RAG), vector databases, embeddings, and semantic search. Experience with ML frameworks such as PyTorch, TensorFlow, or scikit-learn. Familiarity with Docker, Kubernetes, serverless architectures, and cloud native development. Experience with MLOps, LLMOps, and model monitoring. Knowledge of AI security, governance, privacy, and responsible AI practices. Experience integrating AI capabilities with Salesforce, ServiceNow, SAP, Microsoft Dynamics, or similar enterprise platforms.
Job Description Job Description Description: Position Summary Avum is seeking an AI/ML Integration Specialist to integrate artificial intelligence and machine learning capabilities into business applications and technology platforms. This role works with engineering, data, and business teams to turn AI solutions into reliable, secure, and scalable production capabilities. Key Responsibilities Design, develop, and maintain integrations connecting AI/ML models, APIs, and services with existing applications. Implement generative AI, large language models (LLMs), natural language processing, computer vision, and predictive analytics capabilities to support business needs. Build and maintain APIs, data pipelines, middleware, and integration workflows. Collaborate with data scientists, engineers, product teams, and business stakeholders to define requirements and move models from development into production. Evaluate and improve AI solution performance, scalability, security, reliability, and cost. Monitor deployed solutions, troubleshoot issues, and establish practices for testing, version control, deployment, and ongoing monitoring. Ensure solutions meet organizational security, privacy, governance, and responsible AI requirements. Document architectures, integrations, and operating procedures, and recommend emerging technologies that support business goals. Compensation The salary range for this position is $105,000 - $130,000 annually, with a target midpoint of $117,000. Actual compensation will be determined based on experience, qualifications, certifications, and geographic location. Avum offers a comprehensive benefits package including medical (Cigna), dental and vision (Principal), 401(k), PTO, education reimbursement, and certification reimbursement. Work Environment & Requirements Hybrid/remote work environment with potential on-site requirements based on contract needs U.S. citizenship required Security clearance may be required based on contract assignment Equal Employment Opportunity Avum, Inc. is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, veteran status, or any other protected class under federal, state, or local law. Avum is committed to compliance with Section 503 of the Rehabilitation Act and VEVRAA, and maintains an active Affirmative Action Plan. Requirements: Required Qualifications U.S. citizenship with the ability to obtain and maintain a U.S. Government security clearance. Bachelor's degree in Computer Science, Software Engineering, Data Science, AI/ML, or a related field. Three or more years of experience in software engineering, systems integration, ML engineering, data engineering, or a related discipline. Experience integrating REST APIs, SDKs, microservices, and third party platforms. Strong programming skills in Python and/or Java, JavaScript, or TypeScript. Understanding of machine learning concepts, the model lifecycle, and AI application architecture. Experience working with databases, data pipelines, JSON, SQL, and cloud environments. Familiarity with Git, CI/CD, testing, logging, monitoring, and production deployment practices. Strong analytical, troubleshooting, communication, and problem solving skills. Preferred Qualifications Experience integrating LLMs and generative AI applications using OpenAI, Azure AI, AWS AI/ML, Google Cloud AI, or comparable platforms. Knowledge of retrieval augmented generation (RAG), vector databases, embeddings, and semantic search. Experience with ML frameworks such as PyTorch, TensorFlow, or scikit-learn. Familiarity with Docker, Kubernetes, serverless architectures, and cloud native development. Experience with MLOps, LLMOps, and model monitoring. Knowledge of AI security, governance, privacy, and responsible AI practices. Experience integrating AI capabilities with Salesforce, ServiceNow, SAP, Microsoft Dynamics, or similar enterprise platforms.