Senior Machine Learning Engineer, Simulation
Core
Building state-of-the-art ultra-realistic autonomous vehicle (AV) simulations using foundation models to train and test the Waymo Driver.
Role type
Senior research engineer (simulation & foundation models)
Builds
Ultra-realistic AV simulation environments and evaluation/training products
Domain
Autonomous driving, simulation, foundation models
Deliverable
production ML models
Required skills
applied deep learning, coding and design, complex production problem solving, research-to-production, data analysis
Preferred skills
large model training and evaluation, metric design for simulation realism, hiring
Technologies
foundation models, large datasets
Responsibilities
Design experiments to push frontiers of AV simulations, develop metrics to measure simulated world realism, train and evaluate large models, integrate models into simulator and downstream applications
Seniority
Senior, hands-on IC with mentorship