Machine Learning Systems Engineer
Las Vegas, Nevada, United States
R
USD 144K-192K Senior-level Full Time
Tasks
- Develop and maintain GPU kernels
- Engineer high-throughput data pipelines
- Identify bottlenecks in data loading gradient computation and communication
- Improve step time using kernel fusion sharding and tiling
- Optimize distributed training pipelines
- Profile and optimize performance
Perks/Benefits
Skills/Tech-stack
CUDA | Data loading | Distributed Training | Kernel Fusion | Nsight | PyTorch | PyTorch distributed | Python | Sharding | Tiling | Triton
Education
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