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Astrion seeking a Machine Learning Engineer to join our analytics team working on an innovative MLOps workload leveraging cutting-edge technologies and supporting a government customer in Huntsville, Alabama. This role will be responsible for delivering automation to key national security missions interacting with petabyte-scale data on supercomputing resources. The ideal candidate will have a background in AI/ML model development and deployment and have experience in Python programming, handling SQL databases, and working in command line interfaces.
Job Responsibility:
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
Requirements:
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
Nice to have:
Experience with petabyte scale data sets
Experience with multi-INT analytics
Experience deploying, monitoring, and scaling models in production environments
What we offer:
Competitive salaries
Continuing education assistance
Professional development
Multiple healthcare benefits package options
401K with employer matching
Competitive time off policy along with a federally recognized holiday schedule