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Distributed Training and Inference Engineer

sciforium · San Francisco

New
Senior 🇬🇧 English
Python C++ JAX PyTorch CUDA ROCm Nsight ROCm Profiler XLA Profiler DTensor GSPMD NCCL

Job description

About the role

Sciforium is seeking a Distributed Training and Inference Engineer to build, optimize, and maintain the software stack that powers large‑scale AI training and serving workloads. You will work across low‑level CUDA/ROCm runtimes to high‑level frameworks such as JAX and PyTorch, ensuring performance, scalability and stability.

Key responsibilities

  • Maintain and optimize critical ML libraries and frameworks (JAX, PyTorch, CUDA, ROCm) across diverse hardware configurations.
  • Own the end‑to‑end ML stack from drivers to high‑level tooling, continuously improving performance.
  • Optimize distributed training systems, ensuring efficient sharding, partitioning and configuration for large models.
  • Integrate and validate modules for runtime correctness, memory efficiency and multi‑node scalability.
  • Profile compilation graphs and training workloads, eliminating bottlenecks.
  • Troubleshoot complex hardware‑software interactions, including kernel‑level issues and memory leaks.

Required profile

  • 5+ years of industry experience in ML systems or distributed training.
  • Bachelor’s or Master’s in Computer Science, Computer/Electrical Engineering or related field.
  • Strong programming skills in Python and C++.
  • Deep understanding of profiling tools such as Nsight, ROCm Profiler and XLA profiler.
  • Experience with multi‑node distributed training frameworks (DTensor, GSPMD, etc.).

Required skills

  • Python
  • C++
  • JAX
  • PyTorch
  • CUDA
  • ROCm
  • Nsight
  • ROCm Profiler
  • XLA Profiler
  • DTensor
  • GSPMD
  • NCCL

What we offer

  • Medical, dental and vision insurance.
  • 401(k) retirement plan.
  • Daily lunch, snacks and beverages.
  • Flexible time off.
  • Competitive salary and equity.
  • Equal opportunity employment.

Questions fréquentes

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Source : ats:ashby

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Published 17 hours ago

Expires 1 month from now

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sciforium

San Francisco