Xiaomi Technology

Agentic RL 算法实习生

Xiaomi Technology  •  Onsite  •  23 days ago
Expired
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Job Description

Agentic RL 算法实习生北京校招实习软件研发类职位描述工作内容:
1. RL训练环境搭建:负责构建易用、稳定且支持高并发的工具调用环境,搭建和优化 Agent 框架。
2. 推理能力提升: 针对 DeepResearch、CodeAgent 等复杂推理场景,设计并实现高效的能力增强方案。
3. 数据合成与优化:围绕业务需求构建、筛选和优化 Agent 行为数据与知识增强语料,为对齐训练、RL 训练和持续预训练提供高质量数据支撑。职位要求任职要求:
1. 计算机相关专业;在CCF-A类会议发表过相关论文者优先考虑;
2. 熟悉主流 Agent 框架(如 Claude Code、LangGraph、AgentScope、Qwen-Agent 等),具备实际开发或使用经验。
3. 熟练掌握主流 Agentic RL 训练框架(如 VeRL、OpenRLHF),具备后训练(post-training)和数据处理相关项目经验者优先。
4. 理解并掌握并行训练框架,有多机多卡训练经验者优先。 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
Website
mi.com
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