Engineering Manager - Autonomy Subsystem Evaluation
Core
Lead a team to build metrics that quantify how subsystem errors (planning, perception, prediction, localization) affect autonomous driving outcomes and steer software release decisions.
Role type
Senior Engineering Manager (Autonomy Evaluation)
Builds
Evaluation metrics and analysis frameworks for autonomous driving subsystems
Domain
Autonomous driving / Robotics / Machine Learning
Deliverable
production ML models
Required skills
Autonomous systems evaluation, ML evaluation, statistics (hypothesis testing, confidence intervals), Python, SQL, C++ code review, team leadership, root cause analysis
Preferred skills
Vehicle dynamics, planning & controls, causal/counterfactual analysis, ML interpretability, data visualization
Technologies
VLMs, LLMs, Python, SQL, C++
Responsibilities
Set roadmap and quarterly plans for subsystem evaluation, build metrics weighting errors by driving impact, trace driving failures to subsystems, provide regression detection and version comparisons, validate metrics against human judgment, hire and develop engineers
Seniority
Senior, hands-on IC with management responsibilities