Engineering Manager - Autonomy Subsystem Evaluation
General Motors, Sunnyvale, California +1
About the job
Job Description
About the Organization
GM has more than 500,000 Super Cruise–equipped vehicles on the road and over 700 million hands-free miles driven. We're now building the next generation of autonomous driving, starting with eyes-off driving on the highway and growing toward point-to-point autonomy. The goal is autonomy that is safe, reliable, comfortable, and scalable across GM's vehicle portfolio.
Autonomy Evaluation helps the AV program figure out where the driver still falls short. Every mile our vehicles drive, on the road or in simulation, carries that signal. We turn it into answers: what is limiting the system, how big each problem is, and what fixing it is worth. Those answers steer what GM's autonomy teams build next and inform software release decisions.
Subsystem Evaluation is one of four teams in Eval Applications, the part of Autonomy Evaluation that turns evaluation into decisions. Each autonomy team measures its own component, usually by accuracy against labels. We answer the question those metrics can't: how much does each subsystem's error actually affect driving? We build metrics for planning, perception, prediction, and localization, including learned components, that reflect their effect on the drive. We also trace driving failures back to the subsystem or interaction that caused them.