Xiaomi Technology

AI算法分析员实习生

Xiaomi Technology  •  Onsite  •  22 days ago
Expired
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Job Description

AI算法分析员实习生北京校招实习算法类职位描述概括
想象一下您在这里能做什么!
在小米,新想法可以很快变成非凡的产品、服务和客户体验。
对工作充满真诚热爱,您将取得的成就前所未有。
充满活力、勤奋的员工和鼓舞人心的创新技术是这里的常态。
在这里工作的人通过小米的硬件和软件产品影响整个行业。
加入我们,帮助推出下一个突破性的小米产品。
本团队正在开展小米AI领域的硬件/软件协同设计创新,以实现高效AI推理
我们正在寻找一位积极主动的研究工程师加入我们的团队,他/她应具有强大的AI系统背景和软件开发实践经验。
该职位的理想人选是一位研究人员和工程师,他/她将不断突破现有界限,并以影响小米内部外部合作伙伴和更广泛的研究社区来实现设想。
描述:
您将主要专注于构建端侧AI模型、编译器、推理框架的优化,以便在所有小米手机上高效的AI推理
开发高效的调试工具链,以便找到从模型本身到AI芯片或者CPU运算单元每一个环节的瓶颈点
与业界最佳成果进行对标,挖掘优化点,识别优先级,与相关团队配合论证可行性,并且最终落地优化成果
总结你的优化经验,整合小米从软件到芯片的能力,让开发者可以迭代模型创作、优化、转换、执行、调试、分析职位要求主要职责:
* 定义和构建设备上的图形编译器、运行时和执行 ML 运算符的内核。
* 构建用于在 Apple Silicon 上执行 ML 模型的生产关键型系统软件。
* 针对各种系统目标(例如性能、能效、散热等)优化模型执行。
最低资格要求
- llvm编译器,AI编译器专家
- 出色的沟通和写作能力
- 计算机科学/计算机工程或相关领域的硕士、博士或同等经验
优先资格
- 具有端侧AI性能、精度优化经验
- 具有大规模模型训练/调整经验
- 具有后端编译、软硬件协同设计和/或性能优化经验
- 了解 AI 加速和架构
- 了解 CUDA/GPU 和编程
- 了解 CPU、NPU 编译器、微架构、性能优化方法 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
Website
mi.com
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