Staff Tech Lead, ML Data Infrastructure and Inference Platform
Core
Build and lead Waymo's planet-scale ML data infrastructure platform, including a centralized feature store and inference platform, to support onboard and Foundation Models for autonomous driving.
Role type
Staff Tech Lead, ML Data Infrastructure and Inference Platform
Builds
Planet-scale data store, feature extraction framework, and inference platform for ML Flywheels
Domain
Autonomous driving, Machine Learning Infrastructure
Deliverable
production ML models
Required skills
C++, distributed systems, ML data and ML Flywheels, tech leadership, team mentorship
Preferred skills
exabyte-scale data handling, model hosting/inference infrastructure, high QPS production services
Technologies
C++, distributed systems
Responsibilities
Build and lead the ML data infrastructure platform; collaborate with modeling teams to understand data needs and quality; mentor engineers to onboard teams to the infrastructure efficiently
Seniority
Staff, hands-on IC with leadership