Software Engineer- AI/ML, Amazon Neuron Training
Seattle, Washington, USA
USD 158K-223K (estimate) Mid-level Full Time
Tasks
- Apply reduced precision formats
- Contribute upstream to open source frameworks
- Develop and tune parallelism strategies
- Enable and optimize large scale training workloads
- Improve training throughput across Neuron software stack
- Optimize distributed training performance on Trainium
- Profile workloads to identify compute memory collectives and host bottlenecks
- Translate performance gaps into framework requirements
Perks/Benefits
- 401k matching
- Dental insurance
- Employee assistance program
- Flexible work hours
- Health insurance
- Medical Advice Line
- Mental health support
- Paid time off
- Parental leave
- Vision insurance
- Work-life balance
Skills/Tech-stack
Build Automation | Code review | Collectives Library | Compiler optimization | Context Parallelism | Data parallelism | Distributed Systems | Expert parallelism | High Performance | High-Performance Computing | JAX | Machine Learning | Parallel Computing | Performance Computing | Pipeline parallelism | Profiling | PyTorch | Python | Reduced precision | Runtime optimization | Source Control | Tensor Parallelism | Testing
Education
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