Machine Learning Research Scientist, Behavior Planning and Prediction
Core
Develop advanced machine learning techniques for behavior planning and prediction to enable safe, feasible trajectories for autonomous driving vehicles.
Role type
Senior IC machine learning research scientist (autonomous driving)
Builds
Scalable ML-based planning and prediction systems for Level 4 autonomous driving
Domain
Autonomous driving / Robotics / AI
Deliverable
production ML models
Required skills
sequential decision making, imitation learning, deep reinforcement learning, generative modeling, large model pretraining/finetuning, machine learning for robotics, Python programming, C++ programming
Preferred skills
embodied AI for robotics, causal reasoning, model interpretability, joint prediction and planning
Technologies
Python, C++
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