Staff ML Engineer, Perception Research
Mountain View, CA, USA ; New York City, NY, USA ; Kirkland, WA, USA ; San Francisco, CA, USA
R
USD 251K-310K Senior-level Full Time
Tasks
- 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
Skills/Tech-stack
3D Perception | Autoregressive models | Data Pipelines | Data parallelism | Diffusion Models | Distributed Training | Efficient Attention | FSDP | Flax | JAX | Knowledge Distillation | Language Models | Large Language Models | Machine Learning | Model sharding | Multimodal Learning | Profiling | Pruning | PyTorch | Quantization | Reinforcement Learning | TensorFlow | Transformer | World Models
Education
Regions
Countries
States
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