Job Description
We are currently looking for Researchers for our new Computer Architecture Innovation Lab.
What You'll Do:NPU-Centric Python Framework Design: Design smart cross-layer optimizations for compilers, runtimes, and frameworks (e.g., PyTorch, vLLM) to boost NPU efficiency. Work on automated model conversion, quantization, and adaptive deployment for NPU workloads.Compiler & Toolchain Innovation: Build and improve NPU-specific compiler stacks (LLVM/TVM/GCC) to turn high-level models into super-fast NPU instructions. Optimize scheduling, memory allocation, and parallel execution strategies.Hardware-Software Co-Design: Work closely with hardware teams to define NPU ISA extensions, microarchitecture features, and performance counters for maximum efficiency.Research & Ecosystem Leadership: Publish your work in top conferences (ISCA, ASPLOS, MLSys) and contribute to open-source projects. Help developers use NPU frameworks through tools, documentation, and partnerships.Who We're Looking For:Mas...
What You'll Do:NPU-Centric Python Framework Design: Design smart cross-layer optimizations for compilers, runtimes, and frameworks (e.g., PyTorch, vLLM) to boost NPU efficiency. Work on automated model conversion, quantization, and adaptive deployment for NPU workloads.Compiler & Toolchain Innovation: Build and improve NPU-specific compiler stacks (LLVM/TVM/GCC) to turn high-level models into super-fast NPU instructions. Optimize scheduling, memory allocation, and parallel execution strategies.Hardware-Software Co-Design: Work closely with hardware teams to define NPU ISA extensions, microarchitecture features, and performance counters for maximum efficiency.Research & Ecosystem Leadership: Publish your work in top conferences (ISCA, ASPLOS, MLSys) and contribute to open-source projects. Help developers use NPU frameworks through tools, documentation, and partnerships.Who We're Looking For:Mas...
Apply for this Position
Ready to join microTECH Global LTD? Click the button below to submit your application.
Submit Application