Senior Machine Learning Engineer - ML Agents and Planning

Zoox is a company focused on developing advanced driving intelligence solutions. They are seeking a Senior Machine Learning Engineer to work on creating deep learning models for imitation learning and reinforcement learning to enhance driving plans for autonomous vehicles.

Responsibilities:

• You will develop new deep learning models that use imitation learning and reinforcement learning to generate driving plans for human-like agents
• You will work on novel techniques to estimate the quality of those driving plans along the dimensions of safety, progress, comfort and realism
• You will contribute to our large-scale machine learning infrastructure to discover new solutions and push the boundaries of the field
• You will develop metrics and tools to analyze errors and understand improvements of our systems
• You will collaborate with engineers on Perception, Planning, Simulation, and Validation to solve the overall Autonomous Driving problem