硬件加速编译器框架研发工程师
Core
Develop a hardware acceleration compiler framework, focusing on instruction scheduling, storage allocation, parallel scheduling, auto-tuning, and runtime modules.
Role type
Senior IC compiler framework engineer (hardware acceleration)
Builds
Compiler frameworks and runtime modules for AI hardware acceleration
Domain
AI hardware acceleration, compiler technology, computer architecture
Deliverable
production ML models
Required skills
C/C++, Assembly, Python, deep learning frameworks, compiler optimization, auto-tuning, parallel computing
Preferred skills
MLIR, LLVM, TVM/XLA, AI chip quantization tools, GPU/FPGA development
Technologies
MLIR, LLVM, TVM, XLA, TensorFlow, PyTorch, MXNet, C++, Python, Assembly
Responsibilities
Develop overall compiler framework, implement instruction scheduling and storage allocation, build model performance auto-tuning, develop runtime modules
Seniority
Senior, hands-on IC
