grvty · Springfield, Virginia, United States
Skills: Python, AWS
What Impact You'll Have GRVTY is looking for a Senior AI/ML Engineer to support the design, development, and operational deployment of machine learning capabilities applied to sensor data in direct support of national security missions. This is a technically demanding role; we are not looking for someone who has applied pre-built models to standard datasets. We need someone who understands the underlying mechanics of how modern ML architecture work, can make principled decisions about which approaches are appropriate for a given problem, and can implement them correctly from the ground up in a mission context. The work centers on using AI and ML techniques to detect, classify, and characterize events and phenomena within sensor data; translating complex phenomenology into automated, scalable analytical capabilities. You will work directly with scientists, algorithm engineers, and intelligence analysts to understand the problem space, design the right solution, and deliver operational-prototype code that runs reliably in classified R&D environments. You will also serve as a technical anchor for junior developers on the team, setting standards, reviewing work, and helping others grow. What You'll be Owning Design and implement machine learning models for detection, classification, and characterization of events and signatures within sensor data, with enough architectural depth to select and tune the right approach rather than default to the nearest available framework. Develop end-to-end ML workflows: training data preparation, model development, evaluation, optimization, and deployment into operational or near-operational environments. Work closely with scientists and domain experts to understand sensor phenomenology, data characteristics, and mission requirements, translating that knowledge into sound ML design decisions. Write production quality Python code that is modular, well-documented, testable, and maintainable by others, not just scripts that work in a noteb…
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