Machine Learning Engineer, Prediction & Planning
Core
Develops and deploys state-of-the-art machine learning solutions to predict the future state of the world and plan the Waymo Driver's behavior for autonomous vehicles.
Role type
Machine Learning Engineer (Prediction & Planning)
Builds
ML-powered prediction and planning system for the Waymo Driver
Domain
Autonomous driving / Robotics
Deliverable
production ML models
Required skills
Deep learning modeling, Reinforcement learning, Foundation models, Motion planning, Model evaluation, Software engineering (Python/C++)
Preferred skills
MS/PhD in CS/ML/Robotics, Top-tier conference publications, Production ML system experience, Hardware-aware model optimization
Technologies
TensorFlow, JAX, PyTorch
Responsibilities
Develop next-generation ML prediction and planning systems, Frame real-world challenges as ML problems, Collaborate with researchers and engineers to create safe planning behaviors, Develop and evaluate large models for production integration
Seniority
Mid-level, hands-on IC