Senior Collective Communications Software Engineer

2 weeks ago

India beBeeCommunication Full time ₹ 20,00,000 - ₹ 25,00,000

At TuriyamAI, we're revolutionizing the field of GenAI semiconductor solutions. Our cutting-edge technology aims to redefine the future of AI computing, driving efficiency, performance, and accessibility for enterprises worldwide.

">Job Description
  • Design collective communication software libraries in C++, assembly, and Python for datacenter AI.
  • Stay updated on bleeding-edge collective algorithms for various network topologies to implement in our communication libraries.
  • Help to hyper-optimize distributed computing algorithms, including compute communication overlap.
  • Analyze communication bottlenecks for AI workloads and guide better system design.
  • Collaborate with hardware and software architects and system engineers to hyper-optimize AI systems deployment.

Requirements
  • Bachelor's or Master's or Ph.D. degree in Computer Science, Engineering, or a related field.
  • 3+ years' experience developing hyper-optimized model C++ code.
  • Experience with one or more of the following:
    • Implementing communication middleware like MPI/SHMEM.
    • Development and optimization of communication collective algorithms (e.g., AllReduce, AllGather, Scatter, Gather, etc.).
    • Implementing lower-level communication frameworks like UCX and libfabric, or development using RDMA APIs.
    • Experience with GPU collective libraries like NCCL, GPU optimized MPI, etc.
    • Experience in software performance evaluations, optimizations, and debugging.

Preferred Qualifications/Experience
  • Experience developing communication algorithms for large-scale CPU/GPU/accelerator clusters.
  • Experience architecting and developing communication software solutions for AI accelerators using RDMA and proprietary communication fabrics, from device drivers through OS layers to applications and AI/ML frameworks.
  • Familiarity with Python programming and PyTorch is a plus.

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