Xiaomi Technology

数据挖掘工程师

Xiaomi Technology  •  Singapore, SG (Onsite)  •  1 day ago
Apply
AI can make mistakes so check important info. Chat history is never stored.

Job Description

数据挖掘工程师
新加坡
校招
正式
软件研发类
2027届境外招聘计划
职位描述
1、负责相关业务的数据清洗融合流程的建设、维护、策略优化等;
2、负责相关数据分析和预测、应用数据预估和关联挖掘、应用内使用数据统计等工作;
3、探索和研究有效的机器学习/深度学习模型,为公司其他部门或项目提供决策支持;
4、负责构建用户画像标签,分析用户兴趣偏好。
职位要求
1、数据挖掘、统计学、数学、计算机相关专业,硕士以上学历;
2、扎实的编程能力,熟悉常用数据挖掘算法和数据结构,熟悉主流机器学习、数据挖掘基本算法和数学模型,并有实际的项目经验;
3、精通一种开发语言(Python、Scala、Java等),并具有快速学习其他开发语言的能力,熟悉Linux开发环境;
4、熟悉Hadoop(HDFS/MapReduce/Hive/HBase)、Spark、Kafka的使用,熟悉Mysql等关系型数据库和NoSql技术;
5、对数据敏感,能熟练预估数据量以及数据项之间关系,善于从数据中发现问题,熟悉大模型优先,能利用大模型做数据挖掘。
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