Staff Engineer
Core
Define and execute motion planning and prediction projects to improve self-driving vehicles' capability to navigate complex traffic scenarios safely, comfortably, and legally.
Role type
Staff Engineer (Autonomous Driving / Motion Planning & Prediction)
Builds
Behavior models leveraging machine learning, generative AI, and reinforcement learning for autonomous vehicle fleets
Domain
Autonomous driving / Robotics / Transportation
Deliverable
production ML models
Required skills
Deep learning frameworks (TensorFlow, PyTorch), Python, software engineering principles, ML solution design and deployment for autonomous vehicles
Preferred skills
Embedded systems and real-time optimization, generative AI, reinforcement learning, C++, CUDA programming
Technologies
TensorFlow, PyTorch, Python, C++, CUDA
Responsibilities
Design and lead implementation of behavior models; Productionize and deploy solutions onto autonomous vehicle fleets; Collaborate with perception, simulation, and data platform teams to validate on-road performance; Communicate progress and challenges to leadership
Seniority
Staff, hands-on IC with leadership scope