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Senior GPU Software Performance Engineer — Post‑Training

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AMD

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Location:
United States , San Jose

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Contract Type:
Employment contract

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Salary:

204000.00 - 306000.00 USD / Year

Job Description:

Drive the performance of post‑training workloads on AMD Instinct™ GPUs. You’ll work across kernels, distributed training, and framework integrations to deliver fast, stable, and reproducible training pipelines on ROCm.

Job Responsibility:

  • Lead performance for finetuning and RL training solutions on AMD GPUs
  • Improve throughput, memory efficiency, and stability across data, model, and optimizer steps
  • Optimize multi-GPU/multi-node training and communication patterns
  • Contribute efficient kernels/ops and targeted graph-level optimizations
  • Profile, diagnose, and resolve bottlenecks using standard tooling
  • prevent regressions in CI
  • Ship reproducible pipelines and documentation adopted by internal teams and external developers
  • Collaborate with framework, compiler, and model teams to land durable improvements

Requirements:

  • Proven GPU performance engineering for deep learning (ROCm/HIP, Triton, or similar)
  • Hands-on with SFT. LoRA and RL-based training at scale
  • Strong PyTorch experience (torch.distributed, FSDP/ZeRO or equivalent)
  • Proficient in Python and C++
  • comfortable reading/writing kernels when needed
  • Experience with distributed systems and collective communication libraries
  • Track record of turning profiles into fixes, upstreaming changes, and documenting results

Additional Information:

Job Posted:
May 05, 2026

Employment Type:
Fulltime
Work Type:
Hybrid work
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