{"id":3422764,"url":"https://alion.io/job/anavation-ai-engineer-sme","title":"AI Engineer SME","company":{"id":5038,"name":"AnaVation","domain":"anavationllc.com","url":"https://alion.io/company/anavation","size_band":"51-200","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Lever","truth_index":{"grade":"B","score":78,"open_postings":4,"ghost_share":0,"stale_share":0.75,"repost_share":0.25,"time_to_fill_p50_days":55,"computed_at":"2026-10-30T05:48:23Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"staff","employment_type":"full_time","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Chantilly, United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":{"min":95353,"max":212566,"currency":"USD","period":"year","gross":null,"usd_annual":212566},"salary_estimate":null,"experience_years_min":10,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AI Agents","optional":false},{"name":"AWS","optional":false},{"name":"Azure","optional":false},{"name":"CI/CD","optional":false},{"name":"Computer Vision","optional":false},{"name":"Docker","optional":false},{"name":"Embeddings","optional":false},{"name":"ETL/ELT","optional":false},{"name":"FastAPI","optional":false},{"name":"Function Calling","optional":false},{"name":"GCP","optional":false},{"name":"Kubernetes","optional":false},{"name":"LanceDB","optional":false},{"name":"LLM","optional":false},{"name":"MLFlow","optional":false},{"name":"Multimodal AI","optional":false},{"name":"NLP","optional":false},{"name":"PostgreSQL","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"Reinforcement Learning","optional":false},{"name":"Scikit-learn","optional":false},{"name":"Structured Outputs","optional":false},{"name":"Temporal","optional":false},{"name":"TensorFlow","optional":false},{"name":"TypeScript","optional":false},{"name":"Vertex AI","optional":false},{"name":"Go","optional":true}],"status":"live","first_seen_at":"2026-10-28T21:17:51Z","employer_posted_date":"2026-10-28","last_verified_at":"2026-10-31T01:06:17Z","board_verified":true,"closed_at":null,"days_open":2,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":2},"description":"Description of Task to be Performed:\nAnaVation is seeking a highly skilled AI Engineer to join our high-performing team and lead the research, design, development, and execution of specialized operational and analytic cyber capabilities in support of real-world missions.\nKey Responsibilities Include:\nBuild scalable, production-ready AI/ML/GenAI models, pipelines, and microservices.\nDevelop training, evaluation, and inference pipelines in Python using PyTorch, TensorFlow, or scikit learn.\nDeploy and manage models with MLOps, CI/CD, containerization, and monitoring frameworks.\nImplement vector databases, embeddings, LLM applications, agentic AI, and tool calling workflows.\nOptimize models for accuracy, latency, cost, and scalability across distributed environments.\nEnsure AI governance, documentation, ethical compliance, and secure posture alignment.\nProvide technical mentorship and drive cross-team engineering standardization.\nThis position requires an active Top Secret (TS) clearance and the ability to obtain SCI access with a CI polygraph. This position is on-site in Chantilly, VA.\nRequired Qualifications:\n\nActive Top Secret (TS) clearance with eligibility for Sensitive Compartmented Information (SCI) and ability to obtain a Counterintelligence (CI) Polygraph.\nBachelor's degree or master's degree with 10 years of experience specializing in AI/ML engineering\nHands-on experience deploying production AI/GenAI and LLM systems, including embeddings, multi-model and multimodal orchestration, reasoning, memory, and tool execution.\nProficiency with PyTorch, TensorFlow, scikit-learn, and cloud platforms (AWS, Azure, or GCP), with practical MLOps experience using MLflow, Azure ML, or Vertex AI.\nExperience implementing NLP, computer vision, reinforcement learning, temporal, spatial, geographic, or quantitative AI capabilities, including named entity recognition, contextual entity extraction, and entity resolution.\nExperience developing multi-step retrieval and structured output workflows with source citations, provenance, and traceable analytic results.\nExpertise in data architecture integrating vector, graph, and relational databases, including automated ETL pipeline development, scheduling, optimization, complex parsing, and schema-aligned ingestion and normalization of structured and unstructured data.\nExperience implementing data-layer Attribute-Based Access Control (ABAC) and end-to-end data lineage tracking. \nExperience supporting air-gapped, hybrid, and on-premises environments, including locally hosted GPU servers, hyperconverged infrastructure, container orchestration, distributed systems, and multitenant Cross-Domain Solutions (CDS).\nProficiency in full-stack application development and integration using TypeScript, React, Python, FastAPI, LanceDB, Lance Graph, PostgreSQL, Temporal.io, Docker, and Kubernetes to connect user interfaces, backend services, middleware, retrieval systems, databases, and AI/GenAI services.\nExperience delivering and maintaining solutions in agile engineering environments.\nRequires an active Top Secret (TS) clearance and the ability to obtain SCI access with a CI polygraph.\nRequires the ability to work on-site in Chantilly, VA. \nPreferred Qualifications:\nExperience in federal, defense, or highly regulated environments.\nKnowledge of ethical AI, governance frameworks, and secure development practices.\nSkills in large-scale optimization, GPU acceleration, or distributed training.\nExperience building APIs, microservices, and automated ML workflows.","description_format":"text","description_chars":3534,"description_truncated":false,"requirements":{"experience_years_min":10,"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":["National Security","Intelligence","Cloud Consulting & 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