• You will be directly responsible for training, evaluation, and deployment of our ML-based scene understanding, behavior prediction, and planning models • Designing and executing high value experiments based on collaborative input from other machine learning engineers • Prototyping and implementing continuously improving metrics to evaluate the performance of our behavioral models across many desired scenarios and robotaxi capabilities • Timely release of major model updates, including analysis of both off-line and on-road evaluation data • Staying up to date with the latest trends in our fast moving industry, and proposing new architectures and network designs based on published literature • Maintaining a high quality training and evaluation code-base, including portions of our training stack dedicated to dataset generation and evaluation