Xiaomi Technology

芯片物理设计工程师(AI方向)

Xiaomi Technology  •  Shanghai, CN (Onsite)  •  1 day ago
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Job Description

芯片物理设计工程师(AI方向)
上海
校招
正式
软件研发类
2027届校园招聘计划
职位描述
1、负责SoC芯片COT全流程交付工作,覆盖从RTL到GDSII的中后端全链路收敛、时序功耗面积(PPA)优化、物理验证与投片Signoff,保障芯片高质量按期交付。
2、聚焦IC设计流程智能化升级,将机器学习、强化学习、大模型Agent技术落地到COT中后端核心场景,通过AI自主探索替代传统人工经验与数据模仿模式,优化逻辑综合、UPF/SDC产生、STA分析、布局布线、时序收敛、Shmoo分析、失效诊断等关键环节。
3、针对芯片设计流程卡点与迭代瓶颈,搭建AI驱动的自动化设计、仿真、验证闭环体系,优化EDA工具调用策略、批量数据分析与异常定位流程,缩短芯片回片调试与交付周期。
4、结合先进工艺特性,研究AI赋能的PPA优化策略与设计空间探索方法,挖掘算法迭代带来的设计收益,沉淀标准化、可复用的智能化COT交付流程与工具脚本。
5、跟进业界AI+EDA前沿技术,协同前后端、验证、测试团队推进设计流程自动化、智能化改造,构建COT交付领域的AI技术壁垒,支撑多项目并行高效交付。
职位要求
1、微电子、集成电路、电子信息、计算机、人工智能等相关专业,硕士及以上学历,2026届应届毕业生。
2、扎实掌握数字IC后端/COT设计流程,熟悉布局布线、时序分析、物理验证、Signoff交付核心流程,理解芯片PPA优化逻辑。
3、掌握机器学习/深度学习基础理论,熟悉PyTorch/TensorFlow任一框架,了解强化学习、智能体决策、特征工程等AI技术,具备AI模型训练与落地思维。
4、熟练掌握Python/Tcl脚本开发,能够独立完成EDA自动化工具、数据分析、流程优化脚本开发,有IC设计自动化开发经验优先。
5、具备较强的问题拆解与技术攻坚能力,愿意深耕AI赋能芯片设计方向,有AI+EDA、流程智能化、后端自动化相关项目经验者优先。
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
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