Xiaomi Technology

机器学习平台研发工程师

Xiaomi Technology  •  Onsite  •  8 days ago
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Job Description

机器学习平台研发工程师北京、武汉社招全职职位 ID:A64445职位描述1. 负责机器学习开发平台的服务端开发,包括不限于训练、推理、微调、SDK开发等。
2. 负责 MLOps、LLMOps 系统的开发,设计并实现 AI workflow 产品,提高用户使用效率,提升 GPU 利用率。
3. 设计和实现 AI 平台业务系统,包括基础架构/工具链/组件等基础设施,以及落地业务功能需求。
4. 构建智能队列管理系统,结合池化能力实现弹性配额、动态优先级调整等功能,最大化提升资源利用率,满足LLM/VLM等大模型训练需求。
5. 构建AI沙箱环境,支持多模态数据采集、RL训练及Agent应用快速落地,为算法研发提供高效、安全的实验底座职位要求1. 计算机及相关专业本科及以上学历;
2. 熟悉Linux开发环境,良好的系统编程、数据结构、算法基础、系统设计能力;
3. 熟练掌握Java语言和Spring/Spring Cloud框架,了解Kubernetes和容器开发技术;
4. 乐于挑战没有明显答案的问题,快速理解业务场景,从具体问题中抽象出通用的解决方案;
5. 有大规模分布式系统经历优先、有工作流落地经验的优先;
6. 加分项:熟悉Pytorch等深度学习框架,特别是LLM/VLM等框架,熟悉training-operator/volcano等开源项目,对AI模型开发流程/大语言模型具有一定的认识和实践; 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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