General Motors
Montpelier, VT, USA
Job Description The Senior ML Validation Research Engineer will lead applied machine learning research focused on improving verification and validation of ML components used in robotics and autonomous driving systems. This role centers on simulation-based evaluation, uncertainty modeling, scenario coverage automation, and transforming advanced ML research into working prototypes that enhance the efficiency, accuracy, and coverage of ML system validation. Key Responsibilities Prototype research concepts into performant tools integrated into CI/CD and large-scale validation pipelines. Advance ML research for open and and closed loop simulation validation. Develop scenario generation, coverage-guided testing, and rare-event discovery tooling. Create robust metrics, predictors, uncertainty and Out-of-Distribution detection methods for autonomy ML systems. Evaluate deep learning modules across perception, prediction, and planning in realistic...
