{"id":649971,"url":"https://alion.io/job/analyticservicesinc-aiml-engineers-and-analysts-future-consideration","title":"AI/ML Engineers and Analysts - Future Consideration","company":{"id":668742,"name":"ANSER","domain":"analyticservicesinc.com","url":"https://alion.io/company/analyticservicesinc","size_band":"201-500","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Greenhouse","truth_index":{"grade":"B","score":70,"open_postings":44,"ghost_share":0.5,"stale_share":0,"repost_share":0,"time_to_fill_p50_days":50,"computed_at":"2026-10-17T05:46:00Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"middle","employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Arlington, United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":140000,"max_usd":263000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":451},"experience_years_min":3,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AI Agents","optional":false},{"name":"Anomaly Detection","optional":false},{"name":"Computer Vision","optional":false},{"name":"Machine Learning","optional":false},{"name":"NLP","optional":false},{"name":"Diffusion Models","optional":true},{"name":"Docker","optional":true},{"name":"Hugging Face","optional":true},{"name":"Kubernetes","optional":true},{"name":"Multi-Agent Systems","optional":true},{"name":"Python","optional":true},{"name":"PyTorch","optional":true},{"name":"Scikit-learn","optional":true},{"name":"TensorFlow","optional":true}],"status":"live","first_seen_at":"2025-04-15T13:14:42Z","employer_posted_date":"2026-10-05","last_verified_at":"2026-10-17T23:46:47Z","board_verified":true,"closed_at":null,"days_open":550,"trust":{"level":"ghost","repost_count":0,"flags":["stale","company_stale"],"days_open":549},"description":"Company Overview:\nANSER enhances national and homeland security by strengthening public institutions. We provide thought leadership for complex issues through independent analysis, and we deliver practical, useful solutions. ANSER values collaboration, integrity, and initiative and we are client focused in all that we do. Because we were established for the purpose of public service and not for profit, we measure our success in the impact of our service.\nAre you an AI/ML Engineer, Architect, or Developer passionate about applying cutting-edge technologies to national security missions-but don’t see a current opening at ANSER that aligns with your experience?\nWe’d still love to connect.\nAt ANSER, we’re always looking to engage with cleared AI/ML professionals who bring both technical expertise and a strong sense of mission. If you're driven to solve complex challenges using artificial intelligence and machine learning-and are comfortable working in secure, classified environments-send us your resume so we can consider you for future opportunities.\n About AI/ML Work at ANSER\nAs part of ANSER’s growing AI/ML community, you’ll be on the forefront of advising and guiding and developing decision support for the deployment and implementation of intelligent systems in support of high-priority defense and national security initiatives. You’ll help shape the next generation of decision support, automation, and data-driven capabilities, working alongside analysts, system engineers, and government stakeholders.\nMost roles are on-site in throughout Northern Virginia and the Washington, D.C. area. Due to the classified nature of the work, remote or hybrid options are typically not available.\n Key Responsibilities May Include but are not limited to:\nTesting, advising and developing guidance and recommendations for the AI solutions and ML models.\nProvide risk assessments for mitigation solutions for AI and ML capabilities related to mission critical needs.\nProviding support for the design, training, and deployment of ML models for applications such as predictive analytics, NLP, computer vision, anomaly detection, and decision support.\nTesting and applying generative AI techniques to enhance simulation, content creation, and mission planning within secure domains.\nExploring and implementing agentic AI capabilities, including autonomous agents that reason, plan, and act within operational constraints to support human decision-makers.\nBuilding scalable AI/ML architectures that operate effectively within air-gapped or classified environments.\nWorking with structured and unstructured data sources to build pipelines for data ingestion, cleansing, feature extraction, and transformation.\nCollaborating with software developers, data scientists, and mission SMEs to integrate AI/ML solutions into larger operational systems or platforms.\nEvaluating emerging technologies and frameworks for potential use in secure or constrained government environments.\nPreparing technical documentation, model explainability reports, and evaluation metrics tailored for non-technical audiences and decision-makers.\n Ideal Qualifications:\nBachelor’s or Master’s degree in Computer Science, Data Science, Engineering, or a related field. Advanced degrees (Ph.D., M.S.) are highly desirable.\n3+ years of experience in AI/ML engineering, processes, data or development roles, preferably within DoD, defense, or federal contracting environments.\nProficiency in Python and common ML frameworks such as TensorFlow, PyTorch, Scikit-learn, or Hugging Face.\nExperience with generative models (e.g., LLMs, diffusion models) and agent-based architectures or multi-agent systems is highly valued.\nFamiliarity with ML ops, containerization (Docker, Kubernetes), and secure deployment strategies.\nUnderstanding of responsible AI principles, model governance, and algorithm assurance.\nExperience deploying ML models in air-gapped, on-prem, or classified environments is a strong plus.\nStrong problem-solving skills, creativity, and adaptability when working with messy or incomplete real-world data.\n Clearance Requirements:\nActive Secret clearance is required for most roles.\nTop Secret or SCI eligibility is highly desirable, and some positions may require a polygraph.\n If you’re ready to apply AI/ML expertise and experience where it matters most, let’s stay in touch. Submit your resume today and we’ll keep you in mind for future positions that align with your technical background and security clearance.\nIn compliance with the Americans with Disabilities Act (ADA), if you have a disability and would like to request an accommodation in order to apply for a position with ANSER, please call 703-416-2000 or e-mail \nANSER is proud to be an Equal Opportunity Employer. We seek individuals from a broad variety of backgrounds with varying levels of experience who have a desire to do meaningful work. We recruit, employ, train, compensate, and promote regardless of race, color, gender, religion, national origin, ancestry, disability, age, veteran status, sexual orientation, or any other characteristic protected by law.","description_format":"text","description_chars":5140,"description_truncated":false,"requirements":{"experience_years_min":3,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":false},"security_clearance":true,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Homeland Security","Think Tanks & Policy Research"],"lifecycle":[{"event":"open","at":"2026-09-10T20:27:41Z"}],"visa":[],"liveness":{"score":4,"band":"cold","label":"Long shot","p_open":1,"p_active":0.149,"p_room":0.28,"age_days":549,"expected_fill_days":50,"reasons":["conf:1","stale_co","ghost","win:tail","crowd:"],"computed_at":"2026-10-17T05:46:00Z"},"pay":null,"html_url":"https://alion.io/job/analyticservicesinc-aiml-engineers-and-analysts-future-consideration","json_url":"https://alion.io/job/analyticservicesinc-aiml-engineers-and-analysts-future-consideration.json","meta":{"generated_at":"2026-10-18T00:28:13Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","about":"Alion is a live layer of people, companies and AI agents: who they are, whether they are real and active right now, what they do and how to work with them, readable by people and by agents and paid per call.","catalog":"https://alion.io/catalog.json","usage":{"tier":"crawler_verified","counted_by":"address","units_charged":1,"used_today":885,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-19T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.02,"usd":0.002,"plus_per_slice":{"credits":0.05,"usd":0.005}},"unit":"per company, plus each slice with data","note":"the employer in depth","call":{"mcp_tool":"get_company","arguments":{"id":668742},"rest":"https://alion.io/mcp/rest/get_company?id=668742"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fanalyticservicesinc-aiml-engineers-and-analysts-future-consideration"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":1,"usd":0.1},"unit":"per slice","note":"pay, demand and time to fill for this role and place","call":{"mcp_tool":"market_stats"},"human":"https://alion.io/catalog?offer=market.stats&for=job%2Fanalyticservicesinc-aiml-engineers-and-analysts-future-consideration"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.02,"usd":0.002},"unit":"per posting in a list","note":"similar open postings","call":{"mcp_tool":"search_jobs"},"human":"https://alion.io/catalog?offer=job.search&for=job%2Fanalyticservicesinc-aiml-engineers-and-analysts-future-consideration"},{"id":"company.verify","title":"Is this company real and active right now","status":"pilot","price":null,"unit":"per company","request":{"url":"https://alion.io/catalog/request","method":"POST","body":"{\"offer\": \"company.verify\", \"for\": \"job/analyticservicesinc-aiml-engineers-and-analysts-future-consideration\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fanalyticservicesinc-aiml-engineers-and-analysts-future-consideration"}]}