Senior Research Scientist, Foundation Model for Simulation
Core
Conduct applied foundation model research and development for autonomous driving simulation, designing experiments with large deep learning models to solve open problems in behavior and agent modeling.
Role type
Senior Research Scientist (Foundation Models for Simulation)
Builds
Simulation environments and models for the Waymo Driver autonomous vehicle system
Domain
Autonomous driving, deep learning, generative AI
Deliverable
production ML models
Required skills
deep learning, behavior modeling, agent modeling, simulation, Python, JAX, TensorFlow 2, PyTorch, generative modeling, LLMs, VLMs
Preferred skills
reinforcement learning, model distillation, Transformer architectures, autoencoders, embeddings
Responsibilities
Conduct applied foundation model research and development, design and execute experiments training and evaluating large deep learning models, present research results to peers and leadership, write high quality code, unit tests, and documentation
Seniority
Senior, hands-on IC