Staff Machine Learning Engineer, Data Flywheel
Core
Building large-scale ML data infrastructure and automated data flywheels to support the Waymo Driver's perception system and continuous model improvement.
Role type
Staff Machine Learning Engineer (ML Infrastructure & Data Flywheels)
Builds
Scalable ML data infrastructure, training recipes, and automated data collection/model update systems for autonomous driving.
Domain
Autonomous driving / Computer Vision / Machine Learning
Deliverable
production ML models | infrastructure
Required skills
C++, Python, distributed systems design, ML data infrastructure, ML principles, SOTA methods, data mining, model evaluation, regression detection
Preferred skills
data compliance & governance, VLM/LLMs
Technologies
C++, Python
Responsibilities
Create large scale data sets and training recipes; develop methods for automated data collection/model update flywheels; evaluate real-world model performance and detect regressions; design scalable infra solutions for model improvement; build and implement ML data infra; collaborate with teams to address bottlenecks.
Seniority
Staff, hands-on IC with strategic impact