Machine Learning Engineer

Astrion is seeking a Machine Learning Engineer to join its analytics team supporting a government customer in Huntsville, Alabama. The role focuses on developing and deploying AI/ML solutions, automating national security missions, and managing machine learning systems and pipelines across petabyte-scale data and supercomputing resources.

What you'll do:

• Integrate ML systems with other software components, ensuring that machine learning pipelines work within the overall product architecture
• Manage the transition from prototype to production, including setting up model deployment pipelines and monitoring solutions
• Construct optimized data pipelines to feed ML models; run tests and experiments and document findings
• Monitor model performance post-deployment including managing model drift, rollback, and failure scenarios
• Write clean, testable, maintainable code in Python and other languages

What they're looking for:

• TS/SCI with CI Polygraph
• Degree in Computer Science, Statistics, Mathematics, Physics or another quantitative field
• 1-3 years of experience working with ML frameworks
• Programming proficiency in Python and extensive knowledge of ML frameworks, libraries data structures, and data modeling
• Solid understanding of the full ML development lifecycle
• Experience working with SQL and NoSQL databases
• Experience with both Linux and Windows operating systems
• Knowledge of CI/CD and Agile methodologies
• Understanding of software design and system integration
• Experience with petabyte scale data sets
• Experience with multi-INT analytics
• Experience deploying, monitoring, and scaling models in production environments