Software Engineer, SystemML - AI Networking
Tasks
- Analyze distributed GPU performance on RoCE and Infiniband
- Build NCCL and PyTorch performance tuners and benchmarks
- Develop AI framework and trainer for large scale distributed deep learning
- Enable distributed GPU communication for multi GPU multi node training
- Implement responsible ethical AI practices
- Improve distributed machine learning reliability and performance
- Lead collective communication library development
- Support data parallel and model parallel training
Perks/Benefits
- N/A
Skills/Tech-stack
C# | C++ | CUDA | CUDA programming | Data-parallel | Deep learning | Distributed Data Parallel | Distributed data | FSDP | High Performance | High-Performance Computing | Infiniband | Language Models | Large Language Models | Machine Learning | NCCL | Parallel Computing | Performance Computing | Pipeline Parallel | PyTorch | Python | Responsible AI | RoCE | Tensor Parallel
Education
Roles
Regions
Countries
States
Cities
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