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Open nowPosted 694 days ago

端侧模型部署工程师

xiaopeng/index1,578 open roles

Where
Shanghai, Chinese Mainland
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Your applicationOpen now端侧模型部署工程师xiaopeng/index · Shanghai, Chinese Mainland

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The clock on this job

Early applications get read.

11.8% of postings close within 7 days. Measured by our own scanner across the market. xiaopeng/index postings stay open a median of 1 days.

Share of postings closed within
  1. 2.1%1 day
  2. 4.4%3 days
  3. 11.8%7 days
  4. 18.6%14 days
  5. 35.6%30 days
  6. 45.1%60 days
This job: posted 694 days ago

xiaopeng/index median: 1 days open

The posting

1、负责深度学习模型的部署与优化，确保模型在目标硬件平台上的高效运行； 2、参与模型压缩、量化、剪枝等优化技术的研究与实现，提升模型在边缘设备上的推理效率； 3、与算法团队协作，将训练完成的模型封装为可部署的推理服务，支持多平台适配； 4、负责模型部署后的性能监控与调优，确保模型在不同硬件平台上的稳定性与一致性； 5、编写自动化部署脚本与测试用例，提升部署效率与自动化水平； 6、跟踪前沿技术，探索模型部署在边缘计算、嵌入式系统等场景下的应用潜力； 7、参与CUDA生态的底层算子开发与优化，提升模型在GPU平台上的推理性能； 8、与硬件团队协作，优化模型在异构计算平台（如GPU、NPU、DSP）上的部署方案；

1、熟练掌握Python/C++编程语言，熟悉深度学习框架（如PyTorch、TensorFlow、ONNX等）； 2、熟悉模型部署流程，包括模型导出、转换、优化、打包等； 3、熟悉模型压缩与优化技术，如量化、剪枝、蒸馏等； 4、熟悉主流推理引擎（如TensorRT、OpenVINO、ONNX Runtime等），具备推理加速经验者优先； 5、熟悉Linux系统开发与调试，具备脚本编写能力； 6、熟悉自动驾驶系统架构，了解模型在感知、决策、控制等模块中的应用； 7、熟悉CUDA生态，具备CUDA算子开发或优化经验者优先； 8、了解异构计算平台（如GPU、NPU、DSP）的部署与优化，有相关经验者优先； 9、熟悉典型自动驾驶/多模态模型结构，包括感知、决策、控制等模块的集成与部署。

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