Senior / Staff Software Systems Engineer - Simulation Evaluation & Validation
Core
Develop metrics and evaluation pipelines to assess simulator fidelity for Zoox's GenAI-powered autonomous vehicle simulator.
Role type
Senior IC software systems engineer (simulation evaluation)
Builds
Quantitative validation criteria and large-scale evaluation pipelines for simulator fidelity
Domain
Autonomous driving / Simulation / Data analysis
Deliverable
production ML models
Required skills
Python, data analysis (Pandas, NumPy, SQL), statistical methods, sensor data analysis (lidar, camera, radar), data visualization
Preferred skills
autonomous vehicle software stack (Perception, Prediction, Planning), large-scale evaluation pipelines, applied statistics for system validation
Technologies
GenAI, Python, Pandas, NumPy, SQL
Responsibilities
Define and implement metrics to measure the accuracy of simulated sensors, agents, and virtual environments; Drive consensus on validation methodologies with cross-functional teams; Develop robust evaluation strategies for simulator fidelity and lead implementation in large-scale pipelines; Write design proposals and drive execution while communicating risks
Seniority
Senior, hands-on IC
