Distributed Training and Inference Engineer
sciforium · San Francisco
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.
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Published 2 weeks ago
Expires 1 month from now
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sciforium
San Francisco
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