Software Engineer, SystemML - AI Networking
Tasks
- Benchmark and analyze distributed GPU communication performance
- Build features and performance tuners around NCCL and PyTorch
- Develop collective communication library
- Improve distributed ML reliability and performance
- Lead collective communication development for large scale GPU training
Perks/Benefits
- N/A
Skills/Tech-stack
C# | C++ | CUDA | Data-parallel | Deep learning | Distributed Data Parallel | Distributed data | Fully Sharded Data Parallel | GPU Architecture | High Performance | High-Performance Computing | Infiniband | LLM | Machine Learning | NCCL | Parallel Computing | Performance Computing | Performance optimization | Pipeline Parallel | PyTorch | Python | RoCE | Tensor Parallel
Education
Roles
Regions
Countries
States
Cities
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