{"schemaVersion":"jobsearcher.job.v1","id":"abef602fb030bf2cb6b258db","url":"https://jobsearcher.com/jobs/abef602fb030bf2cb6b258db","canonicalUrl":"https://jobsearcher.com/jobs/abef602fb030bf2cb6b258db","title":"Software Developer (AI/ML), TS//SCI with Counterintelligence Polygraph Required","description":"Location: AlexandriaAccrete is an agentic managed services company: an AI workforce that does high-stakes, judgement-heavy work for government and enterprise clients — at the economics of software, not labor.At the core is Accrete’s Knowledge Engine, a dynamic context graph that captures an organization’s tacit knowledge, resolves data across silos, and builds a living, auditable ground truth. Expert agents reason against that ground truth to act on complex, high-stakes decisions — not just answer questions about them.From national security to commercial operations, Accrete delivers the work on one platform, with unlimited expert agents and expert judgement.The RoleAs a Software Developer (AI/ML) you will work at the intersection of data science, artificial intelligence, advanced analytics, and workflow automation. You will identify opportunities to automate complex, manual processes and build intelligent systems that can analyze data, make recommendations, and execute tasks with minimal human intervention.You will work on a multi-disciplinary team with mission specialists, AI/ML engineers, software engineers, product delivery specialists, and government end users to turn mission requirements into practical AI and automation solutions. This role requires strong technical depth, excellent analytical judgment, and the ability to move quickly from an ambiguous problem to a working solution.The ideal candidate has experience applying data science and AI to real-world problems and is excited about using modern AI technologies to automate knowledge-intensive work.What You'll DoAI & AutomationDesign and develop AI-driven automation solutions for complex government and national security workflowsIdentify manual, repetitive, and knowledge-intensive processes that can be improved through AI and automationDevelop systems that combine data, machine learning, LLMs, and workflow automation to accomplish mission objectivesBuild intelligent workflows capable of extracting information, reasoning over data, generating outputs, and triggering downstream actionsDevelop and evaluate LLM-based applications, including retrieval-augmented generation, agents, tool use, and structured outputsDesign approaches for human-in-the-loop and human-on-the-loop workflows in compliance with government legal and regulatory constraintsDevelop automated methods for data ingestion, classification, enrichment, transformation, and analysisBuild rapid prototypes and iterate based on user feedback and system performanceEvaluate automation opportunities based on accuracy, reliability, scalability, and mission impactData Science & AnalyticsAnalyze large, complex, and heterogeneous datasets to identify patterns and opportunities for automationDevelop statistical and machine learning models to support AI-enabled applicationsPerform exploratory data analysis, feature engineering, model development, and evaluationDevelop quantitative methods for measuring AI and automation performanceDesign experiments and evaluation frameworks for AI systemsInvestigate data quality issues and develop automated methods for validation and remediationApply natural language processing, information retrieval, classification, entity resolution, anomaly detection, and other analytical techniques as appropriateDevelop data pipelines and analytical workflows supporting production AI systemsProduction AIPartner with software and ML engineers to move data science prototypes into productionDesign scalable data and AI workflows that can operate reliably in production environmentsMonitor model and automation performance and identify opportunities for improvementDevelop evaluation datasets, benchmarks, and automated testing approaches for AI systemsHelp establish best practices for responsible, ethical, and reliable deployments of AI capabilitiesTroubleshoot model, data, and system performance issuesContribute to the technical architecture of AI-enabled applicationsDevelop software documentationMission & Customer CollaborationWork directly with government customers and mission users to understand operational challengesTranslate ambiguous mission requirements into technical approaches and measurable outcomesDemonstrate AI and automation capabilities to customers and stakeholdersGather user feedback and incorporate it into iterative product developmentExplain complex AI concepts, capabilities, limitations, and results to technical and non-technical audiencesIdentify additional opportunities where AI and automation can deliver measurable mission valueWhat We're Looking ForActive TS//SCI clearance with Counterintelligence or Lifestyle Polygraph5+ years of experience in data science, machine learning, AI, quantitative analysis, or a related technical fieldBachelor's or Master's degree in Computer Science, Data Science, Statistics, Mathematics, Engineering, or a related quantitative disciplineStrong experience with C++, Python, Java, SQL, and any equivalent programming skillsDeep understanding of machine learning, statistics, and data science fundamentalsHands-on experience building and deploying machine learning or AI systemsExperience applying LLMs or other modern AI techniques to real-world applicationsExperience designing automated data or business workflowsStrong understanding of model evaluation, experimentation, and performance measurementAbility to work across the full lifecycle from data exploration and prototyping through production deploymentStrong analytical and problem-solving skillsExcellent written and verbal communication skillsAbility to operate independently and take ownership of ambiguous technical problemsPreferred QualificationsExperience building AI agents or agentic workflowsExperience with LLM APIs, open-source language models, embeddings, RAG, vector databases, or tool callingExperience with NLP, information extraction, semantic search, or knowledge graphsExperience building production data pipelines and ML systemsExperience with PyTorch, TensorFlow, scikit-learn, Spark, or similar technologiesExperience with cloud platforms such as AWS or AzureExperience with Docker, Kubernetes, and modern CI/CD practicesExperience with MLOps, model monitoring, and automated evaluationExperience supporting the Department of Defense, Intelligence Community, or other federal missionExperience working in classified, secure, or air-gapped environmentsExperience automating complex analyst or operational workflowsExperience with geospatial, graph, time-series, or other specialized dataAbility to obtain and maintain additional security clearance accesses to Special Access Programs (SAP) or Access Compensatory Control Measures (ACCM)What Success Looks LikeSuccess in this role means identifying opportunities where AI can meaningfully replace or accelerate manual work and turning those opportunities into reliable, production-ready capabilities.You will be expected to move beyond experimentation and demonstrate measurable impact. That could mean reducing hours of manual analysis, accelerating information discovery, automating data processing, improving decision support, or enabling mission users to accomplish work that previously required significant human effort.The strongest candidates will combine deep data science expertise with practical AI engineering instincts. You should be comfortable exploring a new dataset, building an AI prototype, designing an evaluation framework, working with engineers to productionize it, and iterating directly with users.Why Accrete GovernmentWork on cutting-edge AI and automation capabilities supporting U.S. government and national security missionsSolve complex problems involving large-scale and sensitive datasetsBuild AI systems designed to perform meaningful work, not simply generate informationWork alongside experienced engineers, AI researchers, and mission expertsHave direct exposure to government customers and operational use casesTake significant ownership over the development of new AI capabilitiesHelp deploy advanced AI into real-world mission environments]Salary Range: $170k - $220kThe salary range provided reflects the estimated compensation for this role based on the expected qualifications and experience level. The final offer may vary depending on factors such as skills, experience, and alignment with role requirements.Core Values & ExpectationsImpactYou take full ownership and accountability for your work, consistently seeing projects through from inception to completion with a strong bias for action. Proactively identifying challenges, you drive solutions rather than waiting for direction, and hold yourself and others to the highest standards for delivering results. With strategic thinking and a problem-solving mindset, you make informed decisions leveraging data and expertise, always looking for ways to improve processes, optimize workflows, and enhance outcomes beyond your immediate responsibilities.CollaborationYou work seamlessly across teams, prioritizing shared goals and team success over individual credit. Engaged listening and open, candid communication are at the heart of your approach, ensuring alignment and synergy throughout the organization. You value diverse perspectives, seeking input from others to drive better results. By treating colleagues with respect and professionalism, you help build a culture of trust, supporting each other through challenges, celebrating successes, and constructively addressing conflicts to strengthen relationships and improve outcomes.Passion for AI & InnovationYou are deeply excited about the transformative potential of AI and committed to contributing to a company shaping the future of work. With curiosity and a growth mindset, you continuously seek to learn, adapt, and stay at the forefront of new developments. Your enthusiasm for innovation drives you to explore new ideas, challenge the status quo, and find creative solutions that deliver meaningful impact. You approach your work with energy and a desire to advance both technology and the way we work.Company BenefitsCompetitive Salary: Aligned with experience and market standardsComprehensive Insurance: Health, dental, and vision coverage for you and your family401(k) Plan: Build your financial future with our retirement savings planGrowth & Development: Access professional learning opportunities and career advancement supportOnsite Perks: Enjoy catered lunches, snacks, and a fully stocked kitchenTeam Bonding: Company-sponsored happy hours and social events to connect and unwindAccrete is an equal opportunity/affirmative action employer. All qualified applicants will receive consideration for employment without regard to sex, gender identity, sexual orientation, race, color, religion, national origin, disability, protected Veteran status, age, or any other characteristic protected by law.","company":"Accrete","rawCompany":"accrete","city":"Alexandria","state":"VA","isRemote":false,"isActive":false,"createdAt":"2026-08-19T13:27:01.323Z","occupations":[{"code":"15-1252.00","title":"Software Developers","slug":"software-developers"},{"code":"15-2051.00","title":"Data Scientists","slug":"data-scientists"},{"code":"33-3021.06","title":"Intelligence Analysts","slug":"intelligence-analysts"}],"industries":[{"code":"541512","title":"Computer Systems Design Services","slug":"computer-systems-design-services"},{"code":"541511","title":"Custom Computer Programming Services","slug":"custom-computer-programming-services"},{"code":"541690","title":"Other Scientific and Technical Consulting Services","slug":"other-scientific-and-technical-consulting-services"}],"jobPosting":{"@context":"https://schema.org","@type":"JobPosting","title":"Software Developer (AI/ML), TS//SCI with Counterintelligence Polygraph Required","description":"Location: AlexandriaAccrete is an agentic managed services company: an AI workforce that does high-stakes, judgement-heavy work for government and enterprise clients — at the economics of software, not labor.At the core is Accrete’s Knowledge Engine, a dynamic context graph that captures an organization’s tacit knowledge, resolves data across silos, and builds a living, auditable ground truth. Expert agents reason against that ground truth to act on complex, high-stakes decisions — not just answer questions about them.From national security to commercial operations, Accrete delivers the work on one platform, with unlimited expert agents and expert judgement.The RoleAs a Software Developer (AI/ML) you will work at the intersection of data science, artificial intelligence, advanced analytics, and workflow automation. You will identify opportunities to automate complex, manual processes and build intelligent systems that can analyze data, make recommendations, and execute tasks with minimal human intervention.You will work on a multi-disciplinary team with mission specialists, AI/ML engineers, software engineers, product delivery specialists, and government end users to turn mission requirements into practical AI and automation solutions. This role requires strong technical depth, excellent analytical judgment, and the ability to move quickly from an ambiguous problem to a working solution.The ideal candidate has experience applying data science and AI to real-world problems and is excited about using modern AI technologies to automate knowledge-intensive work.What You'll DoAI & AutomationDesign and develop AI-driven automation solutions for complex government and national security workflowsIdentify manual, repetitive, and knowledge-intensive processes that can be improved through AI and automationDevelop systems that combine data, machine learning, LLMs, and workflow automation to accomplish mission objectivesBuild intelligent workflows capable of extracting information, reasoning over data, generating outputs, and triggering downstream actionsDevelop and evaluate LLM-based applications, including retrieval-augmented generation, agents, tool use, and structured outputsDesign approaches for human-in-the-loop and human-on-the-loop workflows in compliance with government legal and regulatory constraintsDevelop automated methods for data ingestion, classification, enrichment, transformation, and analysisBuild rapid prototypes and iterate based on user feedback and system performanceEvaluate automation opportunities based on accuracy, reliability, scalability, and mission impactData Science & AnalyticsAnalyze large, complex, and heterogeneous datasets to identify patterns and opportunities for automationDevelop statistical and machine learning models to support AI-enabled applicationsPerform exploratory data analysis, feature engineering, model development, and evaluationDevelop quantitative methods for measuring AI and automation performanceDesign experiments and evaluation frameworks for AI systemsInvestigate data quality issues and develop automated methods for validation and remediationApply natural language processing, information retrieval, classification, entity resolution, anomaly detection, and other analytical techniques as appropriateDevelop data pipelines and analytical workflows supporting production AI systemsProduction AIPartner with software and ML engineers to move data science prototypes into productionDesign scalable data and AI workflows that can operate reliably in production environmentsMonitor model and automation performance and identify opportunities for improvementDevelop evaluation datasets, benchmarks, and automated testing approaches for AI systemsHelp establish best practices for responsible, ethical, and reliable deployments of AI capabilitiesTroubleshoot model, data, and system performance issuesContribute to the technical architecture of AI-enabled applicationsDevelop software documentationMission & Customer CollaborationWork directly with government customers and mission users to understand operational challengesTranslate ambiguous mission requirements into technical approaches and measurable outcomesDemonstrate AI and automation capabilities to customers and stakeholdersGather user feedback and incorporate it into iterative product developmentExplain complex AI concepts, capabilities, limitations, and results to technical and non-technical audiencesIdentify additional opportunities where AI and automation can deliver measurable mission valueWhat We're Looking ForActive TS//SCI clearance with Counterintelligence or Lifestyle Polygraph5+ years of experience in data science, machine learning, AI, quantitative analysis, or a related technical fieldBachelor's or Master's degree in Computer Science, Data Science, Statistics, Mathematics, Engineering, or a related quantitative disciplineStrong experience with C++, Python, Java, SQL, and any equivalent programming skillsDeep understanding of machine learning, statistics, and data science fundamentalsHands-on experience building and deploying machine learning or AI systemsExperience applying LLMs or other modern AI techniques to real-world applicationsExperience designing automated data or business workflowsStrong understanding of model evaluation, experimentation, and performance measurementAbility to work across the full lifecycle from data exploration and prototyping through production deploymentStrong analytical and problem-solving skillsExcellent written and verbal communication skillsAbility to operate independently and take ownership of ambiguous technical problemsPreferred QualificationsExperience building AI agents or agentic workflowsExperience with LLM APIs, open-source language models, embeddings, RAG, vector databases, or tool callingExperience with NLP, information extraction, semantic search, or knowledge graphsExperience building production data pipelines and ML systemsExperience with PyTorch, TensorFlow, scikit-learn, Spark, or similar technologiesExperience with cloud platforms such as AWS or AzureExperience with Docker, Kubernetes, and modern CI/CD practicesExperience with MLOps, model monitoring, and automated evaluationExperience supporting the Department of Defense, Intelligence Community, or other federal missionExperience working in classified, secure, or air-gapped environmentsExperience automating complex analyst or operational workflowsExperience with geospatial, graph, time-series, or other specialized dataAbility to obtain and maintain additional security clearance accesses to Special Access Programs (SAP) or Access Compensatory Control Measures (ACCM)What Success Looks LikeSuccess in this role means identifying opportunities where AI can meaningfully replace or accelerate manual work and turning those opportunities into reliable, production-ready capabilities.You will be expected to move beyond experimentation and demonstrate measurable impact. That could mean reducing hours of manual analysis, accelerating information discovery, automating data processing, improving decision support, or enabling mission users to accomplish work that previously required significant human effort.The strongest candidates will combine deep data science expertise with practical AI engineering instincts. You should be comfortable exploring a new dataset, building an AI prototype, designing an evaluation framework, working with engineers to productionize it, and iterating directly with users.Why Accrete GovernmentWork on cutting-edge AI and automation capabilities supporting U.S. government and national security missionsSolve complex problems involving large-scale and sensitive datasetsBuild AI systems designed to perform meaningful work, not simply generate informationWork alongside experienced engineers, AI researchers, and mission expertsHave direct exposure to government customers and operational use casesTake significant ownership over the development of new AI capabilitiesHelp deploy advanced AI into real-world mission environments]Salary Range: $170k - $220kThe salary range provided reflects the estimated compensation for this role based on the expected qualifications and experience level. The final offer may vary depending on factors such as skills, experience, and alignment with role requirements.Core Values & ExpectationsImpactYou take full ownership and accountability for your work, consistently seeing projects through from inception to completion with a strong bias for action. Proactively identifying challenges, you drive solutions rather than waiting for direction, and hold yourself and others to the highest standards for delivering results. With strategic thinking and a problem-solving mindset, you make informed decisions leveraging data and expertise, always looking for ways to improve processes, optimize workflows, and enhance outcomes beyond your immediate responsibilities.CollaborationYou work seamlessly across teams, prioritizing shared goals and team success over individual credit. Engaged listening and open, candid communication are at the heart of your approach, ensuring alignment and synergy throughout the organization. You value diverse perspectives, seeking input from others to drive better results. By treating colleagues with respect and professionalism, you help build a culture of trust, supporting each other through challenges, celebrating successes, and constructively addressing conflicts to strengthen relationships and improve outcomes.Passion for AI & InnovationYou are deeply excited about the transformative potential of AI and committed to contributing to a company shaping the future of work. With curiosity and a growth mindset, you continuously seek to learn, adapt, and stay at the forefront of new developments. Your enthusiasm for innovation drives you to explore new ideas, challenge the status quo, and find creative solutions that deliver meaningful impact. You approach your work with energy and a desire to advance both technology and the way we work.Company BenefitsCompetitive Salary: Aligned with experience and market standardsComprehensive Insurance: Health, dental, and vision coverage for you and your family401(k) Plan: Build your financial future with our retirement savings planGrowth & Development: Access professional learning opportunities and career advancement supportOnsite Perks: Enjoy catered lunches, snacks, and a fully stocked kitchenTeam Bonding: Company-sponsored happy hours and social events to connect and unwindAccrete is an equal opportunity/affirmative action employer. All qualified applicants will receive consideration for employment without regard to sex, gender identity, sexual orientation, race, color, religion, national origin, disability, protected Veteran status, age, or any other characteristic protected by law.","datePosted":"2026-08-19T13:27:01.323Z","dateModified":"2026-08-19T13:27:01.323Z","hiringOrganization":{"@type":"Organization","name":"Accrete","sameAs":"https://jobsearcher.com"},"jobLocation":{"@type":"Place","address":{"@type":"PostalAddress","addressLocality":"Alexandria","addressRegion":"VA","addressCountry":"US"}},"identifier":{"@type":"PropertyValue","name":"JobSearcher","value":"abef602fb030bf2cb6b258db"},"url":"https://jobsearcher.com/jobs/abef602fb030bf2cb6b258db"}}