Machine Learning Engineer - Behavior and Planning
Core
Develop ML-first behavior modules to predict future trajectories and interactions of road users for autonomous vehicles.
Role type
Senior IC machine learning engineer (behavior prediction and planning)
Builds
ML algorithms generating driving trajectories for autonomous vehicles and road users
Domain
Autonomous driving, physical AI
Deliverable
production ML models
Required skills
deep learning model development, Python, C++, software engineering practices, model optimization, input pipeline design, evaluation frameworks
Preferred skills
peer-reviewed research in ML conferences, autonomous driving system experience, system-in-the-loop evaluation
Technologies
Python, C++, deep learning frameworks
Responsibilities
Prototype, evaluate, refine, and deploy state-of-the-art ML algorithms for driving trajectories; leverage existing products to build software and infrastructure for behavior-specific ML; collaborate with perception, planning, and research teams on cross-team models and techniques
Seniority
Mid-level to Senior, hands-on IC