Staff Machine Learning Engineer, Emergency Trajectory Models
Tasks
- Align decisions across teams through architecture reviews and mentoring
- Create open loop and closed loop evaluations for safety and performance
- Design and train trajectory generating policies
- Develop data strategy for rare emergency cases
- Integrate models into shared driving stack
- Lead technical strategy and roadmap for emergency trajectory model
Perks/Benefits
Skills/Tech-stack
Behavior Cloning | C++ | CUDA | Collision Avoidance | Control | Data Augmentation | Data Mining | Decision Making | Diffusion Models | Distribution Shift | Emergency Braking | Empirical validation | Evasive Steering | Generative Models | Machine Learning | Mixture of Experts | Model routing | Motion Planning | Objective Design | Policy modeling | PyTorch | Python | Reinforcement Learning | Reweighting | Robustness | Sequential decision making | Simulation | Trajectory Generation | Transformer | Vehicle dynamics
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Regions
Countries
States
Cities
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