数据智能体(Data Agent)研发工程师
武汉、北京
社招
全职
职位 ID:A51129
职位描述
1、负责 Data Agent 的核心链路设计与实现:自然语言取数、多步分析、归因与报告生成,覆盖规划—执行—反思的完整 Agent 框架 2、建设工具层与语义层:SQL 执行、Python 沙箱、指标语义资产、数据权限/脱敏在 Agent 链路上的落地,解决模型对业务数据“看不懂、算不对”的问题 3、建设评测体系:Text-to-SQL 准确率、任务完成率、回复质量(含拒答/假阳性判定)、时延与 token 成本,搭 badcase 归因与迭代闭环 4、做 query 路由与复杂度分档:设计非自回归小模型/分类器的路由策略,平衡效果与推理成本 5、跟进并落地模型迭代:SFT 数据构造、LoRA 微调、推理优化(vLLM 等)、prompt/context engineering、多 Agent 协作
职位要求
1、本科及以上,计算机/统计/数学相关专业 2、3 年以上后端/数据工程/算法经验,其中至少 1 年 LLM 应用落地经验 3、扎实的 Python 工程能力;熟练 SQL 与数仓建模,熟悉 Hive / Spark / Doris / ClickHouse 至少一种 4、熟悉 Agent 工程实践:Function Calling、ReAct、MCP、LangGraph / 自研框架等 5、有评测集建设或 RAG 实战经验,能独立完成从 0 到 1 的验证与上线 6、好的产品意识:能把模糊的业务问题拆成可工程化、可评测的任务
投递

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.