墨芯人工智能科技(深圳)有限公司
资深大模型AI编译器工程师
Skills
PyTorchAI
2 months ago
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Important information
Contract type:
Permanent
Location:
Shenzhen, Guangdong Province, China
Work mode:
Onsite
Published on:
19 August 2026
What they need
该职位来源于猎聘
岗位职责:
开发将AI编译器以及算子库,一些工作职责包括:
- 主导 AI 编译器工具链的设计与优化,深入参与编译流程、IR 构建、核心 Pass 的研发; 2. 负责模型与算子的导入、转化、融合、拆分等模块的方案及落地实现; 3. 深度理解芯片指令集与硬件架构,结合硬件特性制定算子调度与执行加速策略; 4. 基于Triton / MLIR / IREE等开源框架开发自定义算子与编译优化组件; 5. 参与运行时算子库的实现与性能优化,打通从编译到执行的全链路; 6. 与模型、框架、硬件团队紧密协作,打造适配大模型推理的高性能编译系统。
任职要求:
- 计算机科学、电子工程等相关专业硕士及以上学历; 2.5年以上编译器开发经验,其中至少2年以上AI编译器开发经验; 这样也行。条件宽松一些;; 3. 深入理解 AI 编译流程(前端 / 中端 / 后端)之一,并具备实际落地经验; 4. 熟悉大语言模型并行拆分与算子加速,理解 Attention等核心模块的性能瓶颈与优化手段 5. 熟悉至少一种主流编译框架(TVM / XLA / MLIR),具备相关开发经验; 6. 熟悉 PyTorch 源码与编译机制(
torch.compile/torch.\_dynamo/torch.fx等)优先; 7. 理解硬件架构(CPU / GPU / NPU / 自研芯片)与低层性能优化技术(向量化、流水线、内存调度等); 8. 具备良好的沟通表达能力与技术文档能力,能够将复杂方案清晰化、可落地化。
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