Xiaomi Technology

Agent Memory & Skills 专项工程师

Xiaomi Technology  •  Onsite  •  9 days ago
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Job Description

Agent Memory & Skills 专项工程师北京社招全职职位 ID:A13866职位描述1.负责Agent记忆系统的设计与开发,包括短期对话记忆、长期记忆持久化(MEMORY.md)、Context Repository管理。
2.开发和维护Agent Skills技能模块,设计标准化的技能定义、注册与编排机制。
3.实现Agent Heartbeat自主调度逻辑,支持Agent主动触发与周期性任务执行。
4.优化记忆检索策略与上下文压缩方案,提升Memory命中率与上下文关联性。
5.基于LangGraph的State管理机制设计Agent状态持久化方案,实现跨会话的记忆延续。
6.设计记忆模块的评测方案,构建Memory召回率、上下文相关性等评测数据集。职位要求1.本科及以上学历,3年以上AI系统或后端开发经验。
2.深入理解Agent Memory机制,熟悉MemGPT/Letta等记忆管理框架。
3. 熟悉OpenClaw的Memory模块、Skills模块、Heartbeat调度机制。
4.有LangChain/LangGraph开发经验,熟悉LangGraph的Checkpointer、State持久化、Memory Store等机制。
5.掌握Skill设计原则:描述优先、输入清晰、单一职责、可组合性。
6.能清晰区分Skill与MCP的核心差异及各自适用场景。
7. 熟悉向量数据库、图数据库在记忆存储中的应用。
8.精通Python,有Context Repository或长期记忆系统开发经验者优先。 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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