Xiaomi Technology

顶尖应届-AI软硬融合研究工程师-芯片

Xiaomi Technology  •  Onsite  •  2 hours ago
Apply
AI can make mistakes so check important info. Chat history is never stored.

Job Description

顶尖应届-AI软硬融合研究工程师-芯片

上海

校招

正式

软件研发类

职位描述

  1. 深入理解自研芯片架构、指令集及性能瓶颈,开展面向业务场景的芯片亲和性算法设计与优化 。 2. 结合人车家等业务场景研究并实现前沿的模型优化、量化等技术 ,并针对目标芯片进行定制化适配与验证,并形成指导下一代芯片设计的算法输入 。 3. 探索并应用AI Agent等新范式开发与优化面向自研芯片的高性能AI Infra框架、编译器、算子库及运行时系统等系统软件。 4. 参与构建从算法模型到芯片部署的完整工具链、性能分析平台与自动化优化流程 。

职位要求

  1. 算法与优化能力: 对主流神经网络模型(CNN, Transformer等)有深刻理解,有模型压缩(剪枝、量化、蒸馏)、神经网络架构搜索(NAS)或轻量化网络设计等研究或实践经验。 2.芯片与AI Infra能力: 熟悉至少一种处理器架构(CPU/GPU/NPU/DSP)的微架构特性,了解并行计算模型;具备AI编译器开发(如TVM, MLIR)、算子优化(如CUDA Kernel, Triton, TileLang等,有利用AI Agent新范式研发Kernel经验者将获特别青睐 )、AI Infra框架开发或在特定硬件上进行深度性能调优的经验。 3. 系统与部署能力: 熟悉模型推理全流程(图优化、编译优化、内存管理等),有在边缘端或车载平台部署优化复杂模型的经验者优先。 4. 核心软性特质: 具备极强的好奇心、自驱力与跨界沟通能力 ,能够主动连接算法、AI Infra、芯片等多个领域的技术专家,高效协作推动复杂问题解决。

职位信息

课题名称及内容:

面向人车家全场景的“算法-系统-芯片”软硬融合研究 本课题旨在构建下一代人车家全场景的AI基础设施,核心是通过算法场景、系统软件、芯片特性三者的深度咬合与协同设计 ,打通从“芯”到“用”的价值链条,实现极致的效能与体验。具体研究方向包括: 1,芯片亲和性算法与AI Infra优化;2,极致的模型压缩与量化工程; 3,全场景自适应AI Infra推理框架系统: 4,实时系统与算法协同。

投递

Xiaomi Technology

About Xiaomi Technology

Xiaomi Corporation was founded in April 2010 and listed on the Main Board of the Hong Kong Stock Exchange on July 9, 2018 (1810.HK). Xiaomi is a consumer electronics and smart manufacturing company with smartphones and smart hardware connected by an IoT platform at its core.

Embracing our vision of “Make friends with users and be the coolest company in the users’ hearts”, Xiaomi continuously pursues innovations, high-quality user experience and operational efficiency. The company relentlessly builds amazing products with honest prices to let everyone in the world enjoy a better life through innovative technology.

Xiaomi is one of the world's leading smartphone companies. The company has also established the world’s leading consumer AIoT (AI+IoT) platform,reached 558 million smart devices connected to its platform (excluding smartphones,laptops and tablets) as of September 30 2022. Xiaomi products are present in more than 100 countries and regions around the world. In August 2022, Xiaomi was included in the Fortune Global 500 list for the fourth year in a row, ranking 266th. The company is the fastest-rising Chinese technology conglomerate during the four-year period.

Xiaomi is a constituent of the Hang Seng Index, Hang Seng China Enterprises Index, Hang Seng TECH Index and Hang Seng China 50 Index.

Industry
IT & Software
Company Size
10,000+ employees
Headquarters
Beijing, CN
Year Founded
2010
Social Media