顶尖应届-端云协同调度工程师-MiClaw
北京
校招
正式
算法类
职位描述
1、智能路由机制 (Dynamic Routing)：研发基于语义复杂度和隐私等级的路由算法。Agent 能自动判断：简单指令（如“定闹钟”）本地解决，复杂推理（如“分析财报并写总结”）分发至云端； 2、端云状态同步 (State Sync)：确保 Agent 的“记忆”和“任务执行进度”在端云之间无缝切换。即使任务中途从本地转到云端，上下文也不丢失； 3、隐私屏障 (Privacy-Preserving AI)：在请求发送至云端前，实现本地脱敏（PII Filtering），确保用户的敏感私密信息留在手机端； 4、弹性负载优化：监控网络环境（5G/Wi-Fi/弱网），在网络差时自动降级为全本地运行，保证 Miclaw 的“可用性”。
职位要求
1、精通 Semantic Router（语义路由器）架构，有模型路由或分类器的训练经验； 2、熟悉分布式系统中的一致性协议，能解决端云两端“记忆碎片化”的问题； 3、对云端大模型 API（Gemini, GPT-4o, Claude 3.5）和端侧 SLM（Small Language Models）的边界有深刻理解； 4、有基于数据压缩或特征提取的端云协同推理（Split Computing）实战经验优先考虑。
职位信息
课题名称及内容：
【课题名称】 端云协同调度 【课题内容】 1、Miclaw项目研发-构建"下一代 AI 系统"底座的 Agent OS 体系架构，在保持对大模型能力快速迭代开放性的同时，实现 Agent 任务的高效编排、低成本推理与长时序稳定执行； 2、大模型能力适配层：支持多模型、多能力（function calling、long context、深度推理等）的热插拔架构设计，避免大模型升级冲击上层应用； 3、高效 Agent 编排：在完成任务的基础上，同时在 token 预算、延迟、并发、成本四个维度上持续优化； 4、长时序 Agent 执行：支持 100+ 步推理、跨会话记忆、失败恢复、重放和全链路可观测； 5、推理 Cache 与加速：面向 Agent 应用场景下的 Prefix Cache / KV Cache 复用、batch调度、工具执行沙箱与流量负载画像。
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.
