Teams at Motional

Lead development of rigorous evaluation frameworks and statistical methods to measure and validate autonomous system performance. Monitor metric reliability, detect drift, identify edge cases, correlate on-road and simulation data, and collaborate with engineering to improve test coverage and launch readiness. Mentor peers, introduce ML for evaluation, and deliver actionable insights to technical leaders.

Lead end-to-end design release and configuration for developmental vehicle platforms and HIL benches. Define hardware architecture and requirements, manage BOMs, procurement, ECNs, documentation, validation, and cross-functional integration. Drive build-readiness, risk mitigation, and handoff to test operations while providing program status to technical leadership.

Lead development of rigorous evaluation frameworks and metrics for autonomous systems, analyze large on-road and simulation datasets, detect metric drift, prototype statistical and ML methods, correlate simulation and real-world results, and drive actionable improvements to testing, sampling, and launch-readiness decisions while mentoring teammates and advising stakeholders.