Technical Specialist- ML Data
Core
Operational backbone for Waymo's Labeling Policy Program, translating ML data requirements into scalable labeling policies and managing vendor teams to support autonomous driving data operations.
Role type
Senior IC ML Data Operations Specialist
Builds
Consistent, high-quality labeling policies and golden datasets for the Waymo Driver
Domain
Autonomous driving / Machine Learning data operations
Deliverable
production ML models
Required skills
ML data lifecycle management, vendor team management, policy translation, data quality analysis, edge case identification, cross-functional stakeholder management
Preferred skills
Python/SQL scripting, automation techniques, multi-geographic operations management
Technologies
Python, SQL
Responsibilities
Translate ambiguous ML requirements into precise labeling policies; execute rapid policy iterations and craft golden datasets; provide technical guidance to vendor labeling teams; address long-tail edge cases and regional driving nuances; monitor labeling pipelines and build automated data analysis tools; act as primary technical interface for policy dissemination and escalation resolution
Seniority
Senior, hands-on IC