Machine Learning (ML) Engineer

Job overview

The Machine Learning (ML) Engineer role is listed in Chantilly, VA, supporting Velocity-X’s team in Northern Virginia; compensation is not specified. Velocity-X constructs and deploys data management and analytics solutions for defense and intelligence communities. The engineer develops and deploys machine-learning models and pipelines to address business problems, integrating models into applications and production infrastructure. The role collaborates with data scientists, software engineers, and product managers to deliver reliable, scalable solutions and contribute to team standards.

What you'll do

• Design, develop, and implement machine-learning models and algorithms
• build and maintain data ingestion, preprocessing, feature engineering, training, evaluation, and deployment pipelines
• transform models into deployable APIs and integrate them with applications and infrastructure
• evaluate and improve model performance
• monitor deployed models and troubleshoot issues
• document models, experiments, and deployment processes
• contribute to development and deployment best practices.

What we're looking for

Skills & competencies

machine learning engineer

chantilly va

velocity-x

defense and intelligence

machine learning

python

tensorflow

pytorch

scikit-learn

mlops

production deployment

ts/sci

full-scope polygraph

Work arrangement

• Weekend coverage required

Why this role

Requires TS/SCI with Full-Scope Polygraph. The posting seeks 3+ years of related industry experience and hands-on production model development and deployment; a master’s degree or higher is preferred.

About the employer

Velocity-X, LLC is hiring for this role. Industry: Research and Development in the Physical, Engineering, and Life Sciences (except Nanotechnology and Biotechnology). Sector: 54.