Design and implement metrics to measure simulator sensor/agent/virtual env accuracy.
Develop strategies for simulator evaluation, including dataset mining, in large-scale pipelines.
Write design proposals and drive execution; communicate risks to partner teams.
Drive consensus on validation methodologies with Autonomy, Safety, and Simulation.

🎯 Requirements

5+ years in quantitative evaluation, autonomous robotics, or sensor data analysis (lidar/camera/radar)
Python and data analysis (Pandas, NumPy, SQL) with strong data visualization
Applied statistical methods (histograms, distributions, hypothesis testing)
Strong communication skills; proactive in dynamic environments
BS/MS/PhD in Computer Science, Robotics, or related field
Experience with autonomous vehicle software stack (Perception, Prediction, Planning)

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