ML Engineer, II - End to End (E2E)
Remote - US, Ann Arbor, MI, Montreal, Canada, Remote - Canada
R
USD 153K-183K (estimate) Mid-level Full Time
Tasks
- Analyze failure modes
- Build training pipelines
- Collaborate on simulation and validation
- Curate datasets
- Develop machine learning models
- Develop tooling for experimentation
- Discuss model architecture and training strategies
- Evaluate model performance
- Implement production quality ML code
- Improve model robustness
- Integrate models into simulation workflows
- Train end to end perception and planning models
Perks/Benefits
- N/A
Skills/Tech-stack
BEV | Computer Vision | Data workflows | Diffusion Models | Distributed Training | Imitation Learning | Machine Learning | PyTorch | Python | Ray | Reinforcement Learning | Training pipelines | Transformers
Education
Regions
Countries
States
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