Xiaomi Technology

顶尖实习-AI agent方向-Mi claw

Xiaomi Technology  •  Remote  •  1 day ago
Apply
AI can make mistakes so check important info. Chat history is never stored.

Job Description

顶尖实习-AI agent方向-Mi claw
AI人才专项
热招
北京
校招
实习
算法类
【使用中】顶尖实习计划
职位描述
1、研发下一代AI驱动的软件工程范式,构建面向移动端及嵌入式OS的智能编程系统,探索LLM在代码生成、架构设计、静态分析及测试用例生成等全流程的自治能力
2、研发智能编程辅助系统,实现需求文档→技术方案→代码实现→测试验证的端到端闭环开发
3、构建软件工程Agent体系架构。设计具有记忆、规划与工具调用能力的多智能体框架,实现复杂功能开发的自主决策与执行
4、开发基于强化学习的Agent协作机制,优化代码质量、构建成功率等核心指标
5、研发超大规模代码检索增强生成系统。设计高效的多粒度代码索引结构与语义检索框架,实现亿级代码片段的高精准召回与排序
6、研发代码知识库与LLM深度融合的混合检索技术,提升复杂项目上下文理解与跨文件依赖分析能力
7、微调和评估软件工程领域专用模型。针对IDE补全、对话等场景微调专用小参数大模型,提升代码生成率
8、评估大模型在特定软件工程领域的能力,针对具体研发场景选择适合的模型
9、前沿技术探索与专利布局,跟踪代码大模型、程序分析、AI软件工程等领域国际顶会(ICSE/PLDI/NeurIPS等)最新进展,主导技术创新点的专利撰写与学术论文产出。
职位要求
1、计算机科学、软件工程、人工智能等相关领域硕士及以上在读。
研究方向与代码大模型、程序分析、AI软件工程强相关(需提供顶会论文或学位论文佐证)
2、深入理解软件开发生命周期(需求分析→架构设计→测试部署)
具备独立设计实验、量化评估模型性能的科研方法论
3、对AI前沿技术有浓厚兴趣,具备优秀的快速学习能力和创新性思维
熟悉程序分析(静态分析/符号执行)、编译器原理等基础理论
4、对代码检索、知识图谱、Agent协作等至少一个方向有深入研究
5、加分项
熟练掌握Transformer架构及大模型训练技术(预训练/微调/RLHF),有实际参与LLM研发经验
精通Python/C++,具备大型代码库(10万行+)的工程实践或分析经验
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
Social Media