Applied ML Triage, Evaluation & Monitoring Tech Lead

Job description

Job Description As an Applied ML Triage, Evaluation & Monitoring Tech Lead on the Software Validation team within the AV organization, you will lead developments around building and operating ML-driven evaluation tools, systems and executions that enable safe, comfortable, and intuitive autonomous driving at scale. Your work will transform the way we monitor the changes in the end-to-end ML stack for Autonomous Vehicles, designing and deploying centric tool sets which makes performance monitoring seamless and automated, and enables scalable and deep causal analysis to get to the roots of problem space for effective engineering iterations. You will partner closely with AI/ML engineers, simulation engineers, systems engineers, and product managers to design, implement, and maintain robust evaluation and validation processes that combine simulation and on-road data. Your work will drive systematic, data-driven improvements to AV software performance and help connect day-to-day monitoring and triage work to the engineering roadmap for continuous improvement and burn down of problem space. This role combines hands-on technical leadership in applied ML evaluation and team building. You w...