Senior Software Engineer, Perception (R5420)
Core
Develop and deploy advanced machine learning models (vision, vision-language, vision-language-action) to solve perception challenges for autonomous systems.
Role type
Senior IC machine-learning engineer (perception)
Builds
Production-ready perception capabilities for autonomous platforms
Domain
Defense technology, autonomous systems, computer vision
Deliverable
production ML models
Required skills
machine learning fundamentals, training and deploying ML models for computer vision in production, data pipeline development, model optimization for embedded hardware, evaluation framework design, cross-functional collaboration
Technologies
ONNX, TensorRT, hardware-accelerated inference frameworks
Responsibilities
Design, train, fine-tune, and maintain state-of-the-art vision and vision-language models; Build scalable data pipelines and supervised fine-tuning workflows; Deploy and optimize ML models for embedded hardware; Apply ML techniques to solve perception problems in complex environments; Translate research into production-ready capabilities; Develop benchmarks and testing methodologies; Improve training infrastructure and deployment workflows
Seniority
Senior, hands-on IC
