Xiaomi Technology

大数据开发工程师

Xiaomi Technology  •  Onsite  •  8 hours ago
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Job Description

大数据开发工程师
北京
社招
全职
职位 ID:A79146
职位描述
1、负责企业级数据仓库设计、建模、规范以及研发工作;
2、深入理解业务需求,规划数据仓库建设的整体方向和技术路线,构建快速、准确、灵活、实用的数据仓库,挖掘发挥数据的价值;
3、保证数据仓库的及时、准确、稳定产出,构建好用的数据仓库;
4、打造行业一流的数据仓库团队;
5、与小伙伴一起调研和实践热门数据仓库组件和技术(数据湖、TiDB、FlinkSql、实时数仓等);
6、探索 AI 与数仓的深度融合,推动 AI Agent、大模型在数据开发、数据治理、智能分析等场景的落地应用;
7、建设数仓智能体(Data Agent),实现自然语言驱动的数据查询、指标解读、异常归因等能力,降低数据使用门槛;
8、负责数据仓库的 AI 赋能体系搭建,包括但不限于:智能 ETL 开发辅助、数据质量智能巡检、元数据智能管理、智能运维等;
9、跟踪业界 AI+Data 前沿技术(Text2SQL、RAG、LLM4Data 等),结合业务场景进行技术选型与落地,推动团队 AI 能力建设。
职位要求
1、精通Unix/Linux操作系统下Java或Scala开发,有良好的编码习惯,有扎实的计算机理论基础;
2、熟练掌握大数据处理技术栈,有丰富的Hadoop/Spark的实际项目使用经验,使用过Flink/Doris/Holo等更佳;
3、大数据开发工作至少5-10年,有Hive数据仓库开发经验,有实时数据仓库开发经验者更佳;
4、具有优秀的业务理解能力、自我推动力,有较强的逻辑分析能力,对数据敏感,对大数据处理和分析技术充满激情;
5、熟悉数据仓库建设生命周期和流程规范,并掌握主题建模、维度建模理论者优先;
6、了解大模型原理与应用,有 LLM/RAG/Agent 等 AI 技术在数据领域落地的实践经验者优先;
7、熟悉 Text2SQL、智能数据治理、AI 辅助 ETL 开发等方向,具备将 AI 能力融入数据开发流程的意识和能力;
8、持续关注 AI+Data 前沿技术动态,有较强的学习能力和技术热情,愿意探索大模型与数仓的深度结合。
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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