Data Scientist - Perception Verification and Validation

Added
3 hours ago
Type
Full time
Salary
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Related skills

sql python statistics spark

πŸ“‹ Description

  • Define key performance metrics to measure impact on perception stack and end-to-end system behavior
  • Create and maintain datasets to evaluate perception stack and driving performance
  • Analyze large-scale metric results to find patterns in perception failure modes
  • Present results to leadership
  • Design and implement statistical methods to quantify uncertainty in performance metrics

🎯 Requirements

  • Master's or PhD in Statistics, Mathematics, Computer Science, or related field
  • Proficient in SQL and/or Spark/Scala; Python for production-quality code
  • Basic experience with autonomous driving, safety-critical systems, or CV systems
  • Proficient in exploratory data analysis (EDA) and data visualization
  • Background in statistical modeling with data-driven decisions tied to business impact

🎁 Benefits

  • Salary range aligned with experience and location
  • Zoox Stock Appreciation Rights and Amazon RSUs
  • Comprehensive benefits package including health insurance, PTO, disability insurance
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