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Open nowPosted 235 days ago

AI推理引擎开发工程师 - 自动驾驶

yesv-desaysv/index444 open roles

Where
Shanghai, Chinese Mainland
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Your applicationOpen nowAI推理引擎开发工程师 - 自动驾驶yesv-desaysv/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. yesv-desaysv/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 235 days ago

yesv-desaysv/index median: 1 days open

The posting

1. 主导端侧AI推理引擎的架构设计与开发，支撑深度学习模型（含大模型）在嵌入式平台的高效部署。 2. 负责大模型（如Qwen、DeepSeek、Llama等）在端侧的全链路推理加速，包括量化、算子加速、投机采样、动态批处理及运行时调度。 3. 深入了解主流AI框架与推理引擎（如TensorRT、vLLM、llama.cpp、SGLang）底层机制，进行二次开发与定制优化。 4. 结合CUDA、HVX等硬件加速能力，实现异构计算资源的统一调度与性能极限压榨。 5. 输出推理引擎架构文档、性能分析报告及部署方案。

1. 计算机、电子工程、通信工程等相关专业，3年以上高性能计算或AI工程化经验。 2. 精通C/C++与Python，深入理解计算机体系结构，熟悉CPU/GPU/NPU等硬件特性，能够在不同平台上实现高效的推理调度与计算加速。 3. 熟悉TensorRT/vLLM/llama.cpp/SGLang等底层机制，具备推理引擎开发经验。 4. 熟悉大模型推理加速技术，如量化（INT4/INT8）、KV Cache、动态批处理、投机采样等。 5. 具备CUDA编程与优化能力，了解DSP（HVX）或NPU开发者优先。

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