Evaluation, Validation & Simulation Engineer
Core
Build systems to evaluate, validate, and simulate autonomous driving stacks, defining KPIs and failure modes for L4 autonomy across trucks, buses, and robotaxis.
Role type
Founding IC autonomy evaluation and validation engineer
Builds
Evaluation and validation tools, KPI frameworks, and simulation workflows for end-to-end autonomy
Domain
Autonomous driving / Mobility AI / Simulation
Deliverable
production ML models
Required skills
Python, C++, analytical problem-solving, large dataset handling, software development
Preferred skills
autonomous driving, robotics, simulation, data analytics, ML evaluation, statistical analysis
Technologies
Python, C++
Responsibilities
Develop autonomy KPIs and performance metrics; Build evaluation and validation tools; Analyze driving performance and identify failure modes; Develop scenario mining and performance analysis workflows; Support simulation-based testing and validation; Collaborate with ML, software, systems, and safety teams
Seniority
Senior, hands-on IC