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LLVM / AI Compiler Engineer (Junior to Senior level experts)
We are working on project that involves the development of a specialized AI compiler. A traditional compiler translates a source into an (IR) for optimizations and final code generation. We want this system to take a NN model from an ML framework as its input. Then construct its own IR with a set of AI-specific optimizations, and then generate low-level code targeted for NPUs (Ascend / ARM) to maximize execution performance. We see that this project has a very high potential in various applications.
If you are excited to engage in such a project then we invite you to apply to our position.
Responsibilities:
- Responsible for the development of AI compiler based on MLIR.
- Responsible for Graph Level and Tensor Level Program Optimization
- Develop and improve compiler optimizations for target AI models
Qualifications:
- Hands-on experience with LLVM, great if have experience with AI Compilers development
- Experience with NPU architecture or AI development.
- Understanding basic hardware specifications and applying that knowledge to software design, develop and validate.
- Excellent if proficient in Micro-architecture research
- Background with standard AI and compiler frameworks, e.g. TVM/MLIR/LLVM/TensorFlow.
- Self-motivated and collaborative with teammates.
Contact: Ссылка скрыта
Location: Novosibirsk (Akadem)
#llvm #compiler #nsrc