CareerPlan

Intelligent Automation/AI-ML Engineer (Full Stack Engineer)

Herndon, Virginia, United StatesFull-time2026-10-28 → 2026-11-11
HybridCitizens onlySecurity clearance required

Core

Architect and guardian of intelligent application solutions integrating AI/ML models with business workflows for document processing, data cleansing, and augmented decision making.

Role type

Senior IC full-stack AI/ML engineer

Builds

End-to-end intelligent applications, reusable components, and MCP servers for document understanding and data extraction

Domain

Federal Government / Intelligent Automation / AI/ML

Deliverable

production ML models

Required skills

Python, Java, Angular, open source AI models, document processing, data cleansing, MCP servers, relational/NoSQL databases, API design, SQL, ML lifecycle management, troubleshooting

Preferred skills

OCR, NLP, computer vision, generative AI/LLM integration, cloud platforms (Azure/AWS/GCP), MLOps, Agile/CI/CD, data governance

Technologies

Python, Java, Angular, TensorFlow, PyTorch, scikit-learn, pandas, MCP, Azure, AWS, GCP, Git

Responsibilities

Design and deploy intelligent applications integrating AI/ML with business workflows; build reusable components for document processing and data extraction; manage the lifecycle of open source AI models including deployment and monitoring; troubleshoot production issues in ML pipelines and applications; implement business rules and decision logic alongside AI models; optimize application performance and scalability

Seniority

Senior, hands-on IC