Director, Foundation Model Data Recipes
Core
Own data recipes for Waymo's Foundation World Model pre-training and post-training, leading teams to build a data flywheel from massive driving data.
Role type
Director, Foundation Model Data Recipes
Builds
Foundation World Model pre-training and post-training pipelines, data flywheel for autonomous driving
Domain
Autonomous driving, Foundation Models, Reinforcement Learning
Deliverable
production ML models
Required skills
Data recipe design, clustering, filtering, de-duplication, long-tail data mining, team leadership of research scientists and engineers, rigorous ablation studies, data mix optimization, RL recipe development
Preferred skills
Large-scale foundation model data expertise, Data-centric AI, Multimodal learning
Technologies
Reinforcement Learning, Generative Modeling, Bayesian Inference, Hierarchical Learning
Responsibilities
Own data recipe for pre-training and post-training, lead team to build data flywheel, integrate emerging research for ablations, partner with engineering and research teams to share techniques
Seniority
Director, hands-on IC with team leadership