Senior / Staff Software Engineer - Learned Trajectory Machine Learning Engineer
Core
Develop deep learned models using imitation and reinforcement learning to generate driving plans for autonomous vehicles and estimate plan quality.
Role type
Senior IC machine-learning engineer (autonomous driving trajectory generation)
Builds
Deep learning models for vehicle trajectory generation and planning
Domain
Autonomous driving, robotics, machine learning
Deliverable
production ML models
Required skills
deep learning, imitation learning, reinforcement learning, transformer-based architectures, Python, C++, algorithm design, mathematics, ML pipeline development
Preferred skills
publications in ML/robotics, prior experience in prediction or autonomous vehicles
Technologies
Python, C++, transformer-based models
Responsibilities
Develop deep learning models for driving plans, leverage large-scale ML infrastructure, develop metrics and tools for error analysis, collaborate with Perception, Planning, and Simulation teams
Seniority
Senior, hands-on IC
