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Performance Engineer, Kernels

SarvamIndiranagar, BangalorePosted 2 months ago
  • Senior
  • Hybrid
  • Full time
  • 5+ years
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About the role

Sarvam serves language, speech and multimodal models across a multi-node GPU fleet. You will author and optimize production GPU kernels and explain their performance impact.

What you'll do

  • Author custom CUDA, DSL-based and PTX kernels
  • Optimize kernels against stock libraries and published baselines
  • Profile kernels with Nsight Compute and Nsight Systems
  • Modify or author attention kernels for production workloads
  • Diagnose and explain production p99 performance changes

Skills

Must have

  • CUDA
  • Cutlass
  • Ptx
  • GPU kernel optimization
  • Attention kernels
  • Performance profiling

Nice to have

  • Nccl
  • Nvshmem
  • Collective communication
  • Triton
  • Async pipelining
  • Open-source contributions

Tools

  • Nsight compute
  • Nsight systems

Who it's for

Experience
5+ years
Domain
ai infrastructure

About Sarvam

Sarvam has 28 open roles in Bangalore, at 732, Chinmaya Mission Hospital Road, Indiranagar Stage 1, Bengaluru, Karnataka 560038. See every Sarvam role.

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