Senior Robotics Engineer, AV Performance Diagnosis & Evaluation
Core
Investigate and diagnose complex autonomous vehicle (AV) behaviors across simulation, HIL, and on-road environments to drive root-cause analysis and system performance validation.
Role type
Senior IC robotics engineer (AV performance diagnosis)
Builds
Automated diagnostic workflows, custom tooling, and performance dashboards for AV autonomy stacks
Domain
Autonomous Vehicles / Robotics / Data Analytics
Deliverable
production ML models
Required skills
Python, root cause analysis, system logs analysis, hypothesis generation, cross-subsystem debugging, data visualization, Git, CI/CD
Preferred skills
Statistical analysis, machine learning techniques, AV-specific diagnostic tools
Technologies
Python, Spaceship, Looker, Git
Responsibilities
Perform deep technical investigations of undesirable AV behaviors; Debug behaviors across perception, prediction, localization, planning, and controls; Develop automated diagnostic workflows; Design interactive dashboards for performance measurement; Synthesize technical findings into executive summaries
Seniority
Senior, hands-on IC