Staff ML Engineer, Perception Research
Summary
Build and optimize ML pipelines for autonomous vehicle perception, including distillation, batch inference, and multimodal LLM training to improve 3D world modeling and model efficiency.
- Build scalable distillation and batch inference pipelines
- Build world models for 3D perception
- Conduct multimodal LLM training and deployment
- Create tools for performance analysis profiling and debugging
- Design evaluation frameworks for perception models
- Develop data pipelines for training and evaluation
- Develop efficient model training workflows
- Implement model partitioning and sharding strategies
- Optimize model compression and efficient attention
Perks/Benefits:
- 401k match
- Baby bonding leave
- Dental insurance
- Disability insurance
- Health insurance
- Life insurance
- Maternity leave
- Paid Holidays
- Paid time off
- Sick time
- Vision insurance