14 days ago
Chantilly, VA, USASenior
Base Salary
$95k - $213k/yr
Responsibilities
- Deploy and maintain production AI, GenAI, and LLM systems with embeddings, multimodal orchestration, reasoning, memory, and tool execution.
- Implement NLP, computer vision, reinforcement learning, temporal, spatial, geographic, and quantitative AI capabilities, including entity recognition, extraction, and resolution.
- Develop retrieval and structured-output workflows with source citations, provenance, and traceable analytic results.
- Design data architectures integrating vector, graph, and relational databases, including ETL pipelines, scheduling, parsing, ingestion, normalization, access control, and lineage tracking.
- Develop and integrate full-stack applications, APIs, backend services, middleware, retrieval systems, databases, and AI services.
- Deliver solutions across air-gapped, hybrid, on-premises, GPU, hyperconverged, containerized, distributed, and multitenant cross-domain environments.
Requirements
- Bachelor's or master's degree with 10 years of experience specializing in AI/ML engineering.
- Hands-on experience deploying production AI/GenAI and LLM systems.
- Proficiency with PyTorch, TensorFlow, scikit-learn, cloud platforms, and MLOps tools such as MLflow, Azure ML, or Vertex AI.
- Experience with data architecture, automated ETL, ABAC, end-to-end data lineage, and structured and unstructured data processing.
- Proficiency in TypeScript, React, Python, FastAPI, LanceDB, Lance Graph, PostgreSQL, Temporal.io, Docker, and Kubernetes.
- Active Top Secret clearance with SCI eligibility and ability to obtain a CI polygraph.
- Ability to work on-site in Chantilly, Virginia.
- Preferred qualifications include federal, defense, or regulated-environment experience; ethical AI and governance knowledge; GPU acceleration or distributed training; and experience building APIs, microservices, and automated ML workflows.
Benefits
- Medical insurance with generous employee and dependent cost sharing.
- Company-paid dental, vision, short-term disability, long-term disability, life, and AD&D insurance.
- 401(k) plan with generous matching and immediate vesting.
- Paid leave and holiday package.
- Tuition and training reimbursement.
- On-site work in Chantilly, Virginia.
Tech Stack
AWSAzureDockerFastAPIGoogle Cloud PlatformKubernetesMLflowPostgreSQLPythonPyTorchReactscikit-learnTensorFlowTypeScript
Categories
About AnaVation
AnaVation provides cybersecurity, software, cloud, and data engineering services to U.S. government customers, particularly the federal intelligence community. The company builds and supports cyber collection and processing systems, SOC/incident response capabilities, and big-data and cloud infrastructure used across multiple agencies, including AWS-based environments. Founded in 2013 and headquartered in Chantilly, Virginia, AnaVation is a private partnership focused on complex government programs.