Xiaomi Technology

算法工程师

Xiaomi Technology  •  Wuhan, CN / Shanghai, CN / Nanjing, CN / Beijing, CN (Onsite)  •  1 day ago
Apply
AI can make mistakes so check important info. Chat history is never stored.

Job Description

算法工程师
武汉、北京、南京、上海
校招
正式
算法类
2027届校园招聘计划
职位描述
1.参与完成AI在电动汽车智造领域的关键技术预研、业务开发工作;
2.参与打造企业运营AI产品,提升团队的运营效率;
3.参与汽车舆情产品算法建设,包括标签分类,情感分类,热词提取等,辅助完成汽车舆情管理闭环;
4.运用大数据、人工智能和运筹优化等先进数字技术,深入挖掘和分析海量汽车工厂制造数据,建立模型,解决制造领域遇到的问题,提高生产效率,降低成本。
职位要求
1.计算机、电子、数学、机器学习或者统计学相关专业,本科以上学历;
2.精通Python语言,Java语言加分项,熟练掌握常用数据结构和算法;
3.熟悉常用机器学习和数据挖掘算法,包括但不限于树模型、支持向量机、线性回归、逻辑斯谛回归以及深度学习算法;
4.熟悉常用运筹优化算法,如线性规划,整数规划,图论算法,动态规划等,并能够使用OR-tools等运筹优化算法包;
5.了解常用大模型如Qwen,GLM,Baichuan等方法论,能够通过Prompt调优提升推理精度,并对大模型微调技术如LoRA,P-Tuning等有实践经验;
6.熟练掌握一种数据库,例如MySQL,精通SQL语言,并有实际开发经验;熟悉运用Hadoop/Spark/HBase/Hive等大数据平台工具;
7.优秀的沟通能力和表达能力,有创新精神,乐于接受挑战;
具有以下条件之一者优先:
1.有实战经验,包括但不限于大预测类,运筹类,并取得较好的效果;
2.了解社媒舆情相关算法,如情感分类,热词提取,摘要等;
3.对模型理论、参数调优有系统和深刻的理解;
4.有RAG知识库构建经验加分项。
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