Xiaomi Technology

算法实习生

Xiaomi Technology  •  Onsite  •  2 hours ago
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Job Description

算法实习生
北京
校招
实习
算法类
职位描述
1. 辅助完成大语言模型(LLM)及 AI Agent 在汽车研发、生产制造、供应链等核心业务场景的技术预研与项目落地;
2. 参与构建基于 Agent 的业务流自动化方案(如研发标准文档的智能解析与知识库问答、生产异常的智能排查辅助、供应链决策等),优化 Agent 的 Tool-calling 能力、工作流编排(Orchestration)与意图识别逻辑;
3. 参与大模型应用评测体系的搭建,针对具体汽车业务场景(如汽车工程规范、安全报告解析)构建评估集,进行准确率、召回率等核心指标的计算与跟踪,持续迭代并优化大模型应用效果。
职位要求
1. 计算机科学、人工智能、数据科学、软件工程、数学、汽车工程等相关专业,硕士及以上学历;
2. 熟练掌握 Python 编程语言,具备扎实的数据结构与算法基础,能够编写高质量的工程代码;
3. 深入理解大语言模型基础理论,熟练掌握 Prompt Engineering,熟悉 Few-shot、CoT(思维链)等常见模型效果优化方法;
4. 熟悉至少一种主流的 LLM/Agent 开发框架或编排工具(如 LangChain、LlamaIndex、AutoGen 等),了解 RAG(检索增强生成)技术链路、向量数据库及复杂 Agent 架构设计;
5. 了解模型或应用的评测与追踪机制,有使用相关 Trace 框架(如 Langfuse, LangSmith 等)经验者尤佳;
6. 优秀的沟通能力和表达能力,有创新精神,逻辑思维严密,乐于接受挑战。
具有以下条件之一者优先:
1. 有实际的 LLM、Agent 落地项目经验,或在相关 AI 开源社区有贡献者优先;
2. 了解汽车行业背景(如了解汽车研发流程、ISO 26262/功能安全标准、UDS 协议或智造供应链)者优先;
3. 一周至少工作4天,能连续实习3个月以上者优先。
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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