Technical Specialist, ML Data
Core
Operational backbone for machine learning initiatives, owning the end-to-end lifecycle of ML data from mining and curation to labeling policy definition and model evaluation.
Role type
Senior Program Manager, ML Data
Builds
Curated labeled datasets, labeling policies, data taxonomies, and ML evaluation frameworks for the Waymo Driver.
Domain
Autonomous driving / Machine Learning
Deliverable
production ML models
Required skills
ML data lifecycle management, labeling policy design, data curation, program management, cross-functional leadership, data analysis, active learning strategies, hard-mining, model evaluation, data visualization
Preferred skills
Scripting languages, machine learning tools, prompt engineering, LLM fine-tuning, engineering stakeholder management
Responsibilities
Lead end-to-end ML data lifecycle from mining to evaluation, develop labeling policies for AV domains, design ML evaluation frameworks, influence data selection strategies, produce analytical write-ups and dashboards
Seniority
Senior, hands-on IC with leadership scope