Senior Software Architect - Deep Learning and HPC Communications
Tasks
- Build proofs of concept and run experiments
- Design communication technologies for AI and HPC
- Explore hardware and software solutions for next generation platforms
- Implement scalable communications software
- Investigate communication performance bottlenecks
- Perform quantitative modeling to evaluate innovations
- Use simulation for GPU cluster performance exploration
Perks/Benefits
- N/A
Skills/Tech-stack
C# | C++ | CUDA | CUDA programming | Computer Architecture | Deep learning | Ethernet | Infiniband | Linux | MPI | NCCL | NVLink | NVSHMEM | Network Architecture | OpenSHMEM | Operating Systems | PCIe | Parallel Programming | Performance Modeling | PyTorch | RoCE | Simulation | System Architecture | TensorFlow | UCC | UCX
Education
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