Xiaomi Technology

AI研发工程师-智能风控方向

Xiaomi Technology  •  Beijing, CN (Onsite)  •  1 day ago
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Job Description

AI研发工程师-智能风控方向
北京
校招
正式
软件研发类
2027届校园招聘计划
职位描述
1、参与建设面向零售、服务、整车等业务的 AI 风控工作流与应用平台,围绕风险主动发现、特征与数据分析、风险识别、策略生成与上线、监控复盘、客诉分析与处置辅助等场景,形成端到端闭环。
2、基于 LangGraph、LangChain、AutoGen 等 Agent 框架及工作流编排能力,设计并实现具备任务规划、工具调用、知识检索、状态管理和人工审核能力的智能风控应用,提升风险分析、策略运营和案件处置效率。
3、以 MCP 为核心建设风控工具生态,标准化接入数据仓库、特征与标签平台、策略平台、规则引擎、案件系统、监控告警、知识库及内部服务,保障工具调用的权限控制、审计追踪、稳定性和可维护性。
4、结合 RAG、结构化检索、SQL 分析及现有算法能力,建设风险知识库和分析助手,支持异常线索挖掘、风险归因、特征分析、策略效果评估和运营决策辅助。
5、与产品、算法、运营及业务团队协同,将实际业务问题拆解为可落地的 AI 工作流;持续优化模型调用效果、工具成功率、流程时效和人工提效,并推动应用稳定上线。
职位要求
1、计算机基础扎实,熟练使用 Python,至少掌握一门后端开发语言(Go、Java、C++、Rust 等);熟悉 Git、Linux、数据库、接口开发及容器化部署。
2、有大模型应用、Agent 或工作流平台相关项目经验,熟悉 LangGraph、LangChain、AutoGen、LlamaIndex 等任一框架;理解 MCP、Function Calling、RAG、Prompt Engineering、Memory、Workflow Orchestration 等方法,并能够独立完成应用落地。
3、具备较好的工程化能力,能够设计和实现稳定、可扩展、可观测的服务;了解工具调用鉴权、日志审计、异常降级、评测与监控等机制。
4、具备数据分析与问题定位能力,熟悉 SQL、数据处理及常见检索方案;能够围绕风险线索、策略效果、工具调用链路和用户反馈提出可量化的优化方案。
5、对风控、反作弊、智能运营或企业级 AI 应用有兴趣;具备良好的沟通与协作能力,能够与产品、算法、运营和业务团队共同推进复杂问题落地。
6、有风控、反作弊、策略平台、数据平台、RAG/MCP/Agent 应用或多系统集成经验者优先。
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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