Performance Engineer, Kernels
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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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