- Foster City, California, United States
- On-site
- Full-time · Senior
- 7–9 years
Play a pivotal role in measuring the safety of Zoox’s autonomous driving technology, owning and scaling the pipeline behind behavioral estimates.
Responsibilities
- Build and maintain the Behavior Evaluation data pipelines (PySpark/zspark medallion architecture on Databricks, EMR Serverless and Airflow) that produce weekly per-geofence estimates
- Turn the statistical method (sampling, triage weights, mileage sharing, projections) into tested, reproducible code with checks that fail loudly when the data is bad
- Build tools that cut the manual work in each weekly run
- Work with cross functional stakeholders so the methodology is applied consistently in code and in clearance reports
- Help adapt to new release methodologies and new geofences
Requirements
- Nice to have: Autonomous-vehicle simulation
- Nice to have: Safety metrics
- Nice to have: Triage workflows
- Nice to have: ML model production in data pipeline
- Nice to have: Databricks