Senior Data Scientist - Data for Perception Machine Learning

📋 Description

• Define scalable data quality measures for multimodal labeling
• Drive data-centric ML model improvements to hit Zoox milestones
• Support an org-wide data ontology for perception models
• Balance human-labeled, human-in-the-loop, and zero-shot data
• Create metrics for labeling throughput, capacity, and quality

🎯 Requirements

• Master's or PhD in autonomous driving related field
• Proficient in SQL, Spark/Scala and Python for scalable queries
• Strong in EDA and data visualization
• Statistical modeling with data-driven business impact
• Experience with data-centric ML development and data curation
• Bonus: experience with experiment design and A/B testing
• Bonus: experience with human data collection and annotation task design

🎁 Benefits

• Comprehensive benefits package
• Paid time off, sick leave, vacation
• Health, long-term care, disability, and life insurance
• Equity programs and stock options
• Sign-on bonus may be offered