Xiaomi Technology

大模型算法工程师-Data Agent方向

Xiaomi Technology  •  Wuhan, CN / Shanghai, CN / Nanjing, CN / Beijing, CN (Onsite)  •  1 day ago
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Job Description

大模型算法工程师-Data Agent方向
武汉、北京、南京、上海
校招
正式
软件研发类
2027届校园招聘计划
职位描述
岗位职责:
1. 参与分析 Agent(Text-to-SQL / Data Agent)核心能力的研究与研发,探索大模型在企业数据分析场景下规模化、生产级落地的技术路径;
2. 负责 NL2SQL 相关算法的设计、实现与优化,包括多路生成、执行结果投票、置信度选择等机制,提升 SQL 生成的准确率与稳定性;
3. 探索基于数据血缘、日志与 schema 的语义质量诊断与自动增强,提升面向大模型的语义可用性;
4. 参与领域评测集构建(含基于 BI 看板的自动挖掘)与"评测—归因—优化—回测"自动化闭环的建设,支撑效果持续迭代;
5. 参与数字溯源、异常根因诊断、报告生成与可视化等分析能力的算法研发,保障结果可信、可解释;
6. 跟踪 NL2SQL、LLM Agent、多模态与大模型工程化等相关领域的前沿技术动态,并推动在业务中的应用落地。
职位要求
任职要求:
1. 计算机科学、人工智能、数学、统计或相关专业 硕士及以上研究生,有 NL2SQL / LLM Agent / 数据智能方向项目、竞赛或研究经历者优先;
2. 熟悉深度学习与大语言模型基本原理,掌握至少一种主流深度学习框架(如 PyTorch、TensorFlow);
3. 对自然语言处理(NLP)、大模型应用(如 Prompt、RAG、微调、Agent)有深入理解,有相关项目经验者优先;
4. 熟悉 SQL,了解数据库与数据仓库基本概念,具备扎实的编程能力(Python 优先)和算法基础;
5. 对数据智能、Data Agent 方向有浓厚兴趣,具备良好的中英文文献阅读能力;
6. 具备较强的分析与解决问题的能力,良好的沟通与团队协作精神。
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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