Manager, AV Evaluation
Core
Lead an engineering team building software, metrics, and analysis systems to evaluate autonomous driving performance at scale for General Motors.
Role type
Senior Engineering Manager (Autonomous Vehicle Evaluation)
Builds
Autonomy evaluation platforms, metrics, workflows, dashboards, and analysis tooling for simulation and on-road testing.
Domain
Autonomous driving / Robotics / Data Analytics
Deliverable
production ML models | product features | dashboards & analysis
Required skills
Technical leadership, Python (production), Pandas, NumPy, SciPy, C++ codebase familiarity, system design, cross-functional influence, statistical analysis, root-cause analysis
Preferred skills
Autonomous driving experience, sensor data evaluation (camera, lidar, radar), data visualization, statistical modeling, SQL, ROS, computational geometry, PyTorch, release gating
Technologies
Python, Pandas, NumPy, SciPy, C++, PyTorch, SQL, ROS
Responsibilities
Lead and coach engineers building evaluation platforms; Set technical direction for introspection systems; Drive design of analysis algorithms; Guide development of ML methods for performance quantification; Oversee evaluation approaches for perception/prediction/planning; Ensure delivery of dashboards and reports; Partner with Autonomy/Simulation/Safety teams; Leverage AI techniques (VLMs/LLMs) for performance classification; Maintain high technical bar via code review and testing; Translate system results into feedback for leadership.
Seniority
Senior, hands-on IC with people leadership
