Senior / Staff Software Engineer - Learned Trajectory Machine Learning Engineer

Job description

Job responsibilities

• You will develop new deep learning models that use imitation learning and reinforcement learning to generate driving plans for our autonomous vehicle.
• You will leverage 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, and Simulation to solve the overall Autonomous Driving problem in complex urban environments

Job requirements

• BS, MS, or PhD degree in computer science or related field
• Experience with training and deploying transformer-based model architectures and reinforcement learning
• Experience with production Machine Learning pipelines: dataset creation, training frameworks, metrics pipelines
• Fluency in Python with a basic understanding of C++
• Extensive experience with programming, algorithm design, and strong mathematics skills
• Conference or Journal publications in Machine Learning or Robotics related venues
• Prior experience with Prediction and/or autonomous vehicles or robotics in general