ML Engineer – Production ML & MLOps (TS/SCI)

Astrion; Huntsville (AL); On-site; USD 90,000 - 130,000; Full time

Job summary

Astrion seeks a Machine Learning Engineer to join our analytics team in Huntsville, AL, delivering end-to-end ML solutions for a government customer. You will build and deploy AI/ML models, develop data pipelines, and collaborate with teams across data engineering and software development.

The role requires Python expertise, ML framework knowledge, and experience with SQL/NoSQL on Linux and Windows. Expect a fast-paced environment with opportunities to impact national security missions.

Qualifications

• TS/SCI with CI Polygraph.
• Degree in Computer Science, Statistics, Mathematics, Physics or another quantitative field.
• 1-3 years of experience with ML frameworks.
• Proficiency in Python; experience with ML libraries.
• Experience with SQL and NoSQL databases.
• Experience with Linux and Windows operating systems.
• Knowledge of CI/CD and Agile methodologies.
• Understanding of software design and system integration.

Responsibilities

• Integrate ML systems with other software components within the overall product architecture.
• Transition from prototype to production; set up deployment pipelines and monitoring solutions.
• Construct optimized data pipelines to feed ML models; run tests and document findings.
• Monitor model performance post-deployment including drift, rollback, and failure handling.
• Write clean, testable code in Python and related languages.

Skills

Python

ML frameworks

SQL

NoSQL

CI/CD

Agile

Linux

Windows

Data modeling

Education

Degree in Computer Science/Statistics/Mathematics/Physics or quantitative field

Tools

Docker

Jupyter Notebooks

PostgreSQL

GitLab

GitHub

Job description

Astrion seeks a Machine Learning Engineer to join our analytics team in Huntsville, AL, delivering end-to-end ML solutions for a government customer. You will build and deploy AI/ML models, develop data pipelines, and collaborate with teams across data engineering and software development.

The role requires Python expertise, ML framework knowledge, and experience with SQL/NoSQL on Linux and Windows. Expect a fast-paced environment with opportunities to impact national security missions.