Senior/Staff Machine Learning Engineer - Foundation Models
Job Description:
The Prediction & Behavior ML team is responsible for developing machine-learned models that understand the full scene around our vehicle and forecast the behavior for other agents, our own vehicle’s actions, and for offline applications.
To solve these problems we develop deep learning algorithms that can learn behaviors from data and apply them on-vehicle to influence our vehicle’s driving behavior and offline to provide learned models to autonomy simulation and validation. Given the tight integration of behavior forecasting and motion planning, our team necessarily works very closely with the Planner team in the advancement of our overall vehicle behavior. The Prediction & Behavior ML team also works closely with our Perception, Simulation, and Systems Engineering teams on many cross-team initiatives.
The Behavior Foundation Model team is responsible for building GPT (Generative Pre-Trained) for autonomous driving and ecosystems for prediction and planning for autonomous driving and offline applications. We're looking for experts in this field to come work with us in building these models and applying them to downstream tasks across the company.
