ML Engineer, II - Learned Behaviors
Remote - US, Ann Arbor, MI, Montreal, Canada, Remote - Canada
R
USD 153K-222K (estimate) Mid-level Full Time
Tasks
- Analyze model performance and failure modes
- Build training pipelines and data workflows
- Curate behavior datasets from simulation and fleet logs
- Develop and train learned behavior models
- Develop tooling for experimentation speed and reproducibility
- Discuss model architecture and training strategies
- Implement production ML code for training evaluation and inference
- Integrate models into simulation and testing workflows
- Test and evaluate models across driving environments
Perks/Benefits
- N/A
Skills/Tech-stack
Behavior Cloning | Data Pipelines | Distributed Training | Graph Neural Networks | Imitation Learning | Model Debugging | Model Evaluation | Neural Networks | PyTorch | Python | Ray | Reinforcement Learning | Sequence Modeling | Transformers
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Regions
Countries
States
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