Responsibilities

The Sr. Machine Learning Engineer will develop and maintain prediction pipelines integrating lidar and camera inputs, research and implement state-of-the-art algorithms for 3D perception, tracking, and prediction, conduct ablation studies and parameter sweeps using simulations to validate model performance, curate diverse datasets for training and evaluation, analyze performance metrics and optimize models for reliability and deployability, collaborate with Behavior Planning to define service level agreements and integrate prediction outputs, and partner cross-functionally to evaluate the impact of new sensors on prediction performance.