Data Scientist verifying and validating perception stack for autonomous driving at Zoox. Collaborating with engineers to develop datasets and metrics for performance evaluation.
Responsibilities
Define key performance metrics to help perception engineers measure the impact of new features on the perception stack and the end-to-end system behavior
Create and maintain datasets to evaluate the perception stack and end-to-end driving performance
Analyze large scale metric results to identify patterns and insights about perception failure modes
Present results and insights to leadership
Design and implement statistical methods to quantify uncertainty in our performance and validation metrics
Requirements
Master's or PhD degree in Statistics, Mathematics, Computer Science, or a related field
Proficient using data query languages (SQL and/or Spark/scala)
Basic experience with autonomous driving, safety-critical systems, or computer vision systems.
Proficient in exploratory data analysis (EDA) and data visualization
Background in statistical modeling and analysis
Benefits
Paid time off (e.g. sick leave, vacation, bereavement)
Unpaid time off
Zoox Stock Appreciation Rights
Amazon RSUs
Health insurance
Long-term care insurance
Long-term and short-term disability insurance
Life insurance
Job title
Data Scientist – Perception Verification, Validation
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