Xiaomi Technology

生成式搜推大模型算法实习生

Xiaomi Technology  •  Onsite  •  2 hours ago
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Job Description

生成式搜推大模型算法实习生
北京
校招
实习
软件研发类
职位描述
1. 模型研究: 负责小爱内容垂类(视频、有声资源等领域)生成式检索模型的前沿算法跟进和落地
2. 大模型业务 SFT: 参与生成式大模的训练数据构建与 LLM 标注流程,通过多阶段 SFT 迭代优化搜推效果
3. 评测体系建设: 协助搭建离线评测数据集,设计、跟踪模型效果,完成模型效果上线验证
职位要求
1. 专业背景
计算机、人工智能、信息检索、数据科学等相关专业在读(本科/研究生),可持续实习 4个月以上,每周4天以上 ;
2. 算法基础扎实
熟悉信息检索、推荐系统或 NLP 基础理论;了解向量检索(ANN)、向量量化(VQ/PQ/RQ)等基本概念;
3. 大模型相关经验
了解 Transformer 架构及主流大语言模型(LLM)原理;有大模型微调(SFT/RLHF)或 RAG 实践经验者优先;
4. 多模态知识加分
有图文多模态模型(CLIP、Qwen-VL、Qwen2.5-Omni 等)使用或训练经验者优先;
5. 编程能力
熟练掌握 Python;熟悉 PyTorch/HuggingFace Transformers;有大规模数据处理(Spark/Flink/SQL)经验者加分;
6. 科研或工程背景
有信息检索(IR)、生成式推荐(GR/GRec)相关论文阅读积累,或在工业界搜推系统有实习经验者优先;
7. 责任心与学习能力
具备良好的问题分析与沟通能力,能独立推进子模块研究与开发,积极主动。
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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