Senior, Machine Learning Engineer - End-to-End
Tasks
- Analyze model performance and identify failure modes
- Collaborate with perception prediction planning and simulation teams
- Design training pipelines and data workflows
- Develop end-to-end machine learning models
- Improve iteration speed and model quality
- Improve tooling and experimentation workflows
- Integrate models into simulation and on vehicle systems
- Make model architecture decisions
- Mentor junior engineers
- Train and evaluate models on large scale datasets
Perks/Benefits
- 401k matching
- AD and D insurance
- Company holiday office closures
- Flexible schedule
- Life insurance
- Paid medical dental and vision
- Paid vacation
Skills/Tech-stack
BEV Models | Computer Vision | Diffusion Models | Distributed Training | Imitation Learning | Language Models | Lidar | PyTorch | Python | Radar | Ray | Reinforcement Learning | Transformers | Vision Language Models | Vision-language | Vision-language-action
Education
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