Machine Learning Engineer- TS/SCI with Polygraph
General Dynamics Information Technology24 days ago
Vienna, VA, USAStaff+
Base Salary
$162k - $219k/yr
Responsibilities
- Architect and implement scalable data pipelines and data lakes with governance, encryption, versioning, lifecycle policies, tagging, and zero-trust controls.
- Coordinate cross-domain data movement and continuous compliance evidence generation for ATO and monitoring.
- Build, expose, scale, validate, and document production model inference APIs and microservices.
- Design and manage AWS workloads and containerized deployments using infrastructure as code and compliant DevSecOps practices.
- Lead model selection, training, tuning, evaluation, deployment, and monitoring across supervised, unsupervised, and reinforcement learning use cases.
- Apply NLP, computer vision, and agentic/GenAI approaches to mission applications.
Requirements
- Active Top Secret SCI clearance with polygraph and ability to work on site in Vienna, Virginia.
- U.S. citizenship is required.
- 10+ years of related experience.
- Bachelor’s degree in computer science, engineering, or a related technical discipline, or an equivalent combination of education, technical certifications or training, or work experience.
- Demonstrated experience with scalable data pipelines and lakes, production AI/ML REST services, AWS workloads, containers, infrastructure as code, and model lifecycle management.
Benefits
- 401(k) with company match and medical, dental, vision, health savings account, disability, life, accident, critical illness, and other insurance options.
- Paid vacation, sick and personal leave, holidays, parental, military, bereavement, and jury duty leave.
- Paid education and certifications, professional growth opportunities, and an internal mobility team.
- Onsite work in Vienna, Virginia; 40 scheduled hours per week, less than 10% travel, and full-flex work weeks where possible.
Tech Stack
Categories
Data EngineeringML Engineering
About General Dynamics Information Technology
General Dynamics Information Technology (GDIT) delivers enterprise IT, systems integration, cybersecurity, cloud, and software engineering services to U.S. federal agencies, including defense and intelligence organizations. It provides contract-based professional and managed services ranging from network operations and unified communications to training and simulation. GDIT is a business unit of General Dynamics (NYSE: GD) and is headquartered in Falls Church, Virginia.