Senior Software Engineer – AI/ML Heterogeneous Systems
sifive · Hsinchu
Job description
About the role
Join SiFive’s AI/ML Software Team to build a high‑performance stack for next‑generation AI on RISC‑V architectures. You will work on optimizing and deploying large language models and generative AI across heterogeneous hardware.
Key responsibilities
- Design and implement the core compute programming model, device runtime daemon, and asynchronous task orchestration.
- Lead integration of production‑grade inference stacks such as vLLM and SGLang on RISC‑V, optimizing memory‑bound operations and KV‑cache management.
- Enable seamless lowering from Triton/MLIR‑based compilers to SiFive hardware extensions and develop high‑performance kernels for RVV and matrix units.
- Collaborate with hardware architects to co‑design future AI accelerators and micro‑architectures.
Required profile
- At least 3 years of relevant industry experience.
- MS/PhD in Computer Science, Electrical Engineering or related field.
- Strong proficiency in C++ and Python.
- Deep understanding of heterogeneous computing models (CUDA, ROCm, OpenCL concepts).
Required skills
- C++
- Python
- CUDA C++
- RISC‑V Vector (RVV) extensions
- Triton / MLIR compiler experience
- vLLM, SGLang, or TGI inference frameworks
- Experience with open‑source AI projects (e.g., PyTorch, LLVM/MLIR)
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sifive
Hsinchu