Software Engineer, SystemML - AI Networking
Menlo Park, CA
USD 170K-251K (estimate) Mid-level Full Time
Tasks
- Analyze NCCL performance on RoCE and Infiniband
- Build distributed ML performance tuners and benchmarks
- Develop AI framework and trainer for large scale distributed deep learning models
- Enable multi GPU multi node distributed training
- Improve distributed ML reliability and performance for GenAI and LLM
- Tech lead NCCL collective communication library development
Perks/Benefits
- N/A
Skills/Tech-stack
C# | C++ | CUDA | Data-parallel | Distributed Data Parallel | Distributed data | Fully Sharded Data Parallel | High Performance | High-Performance Computing | Infiniband | NCCL | Parallel Computing | Performance Computing | Pipeline Parallel | PyTorch | Python | RoCE | Tensor Parallel
Education
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