Data Science

Universities
4
Programs
8
Major category
Natural Sciences

Specialization introduction

Major introduction

Data science is a practical discipline that teaches you to extract value from massive data using statistics and programming. It's perfect for those who love solving problems and have a knack for numbers.

Program overview

Data science might sound high-end, but at its core it's about three things: collecting data, analyzing data, and making decisions with data. You'll learn statistics (like probability theory, regression analysis), programming (Python/R are standard), machine learning (letting computers find patterns on their own), and how to work with databases. Chinese universities have been working hard in recent years—for example, data science programs at Tsinghua, Peking, and Fudan have close partnerships with companies, and courses directly use Taobao's recommendation system and Didi's route optimization as case studies. What kind of students is it suitable for? If you enjoyed logical reasoning in high school math, or have tinkered with web scraping to collect data, this major will be right up your alley. You don't need to be a programming guru, but you should be willing to work with code. Also, many data science labs at Chinese universities have access to real corporate data—such as anonymized data from e-commerce, finance, and healthcare—so you can practice directly in class. This is especially valuable for international students: you can accumulate hands-on experience early.

Major prospects

现在全世界都在说大数据,中国尤其热闹。从外卖平台到短视频App,从医院病历到工厂传感器,到处都在产生数据,但能把这些数据变成钱的人还很缺。行业趋势很明显:企业不再满足于“看报表”,而是想要预测——比如下个月该进多少货、哪些用户会流失。所以数据科学的应用场景越来越广,金融风控、智慧城市、生物信息学都在抢人。对国际学生来说,中国有两点特别值得关注:一是互联网公司(阿里、腾讯、字节跳动)的数据量全球领先,你在这里学到的处理超大规模数据的经验,回国或去其他国家都很有竞争力;二是中国正在推“数字丝绸之路”,很多出海企业需要懂数据又懂跨文化的人才,你的背景反而成了优势。

Career prospects

毕业后路子很宽。最对口的是数据分析师和数据科学家,前者偏业务(帮市场部看广告效果),后者偏技术(设计预测模型)。也可以做商业智能工程师,专门搭报表系统;或者机器学习工程师,搞推荐算法、图像识别。薪资方面,国内一线城市应届生起薪大概在15-25万人民币(约2-3.5万美元),有经验后跳槽涨得很快。国际学生如果留在中国工作,很多公司(尤其外企和互联网大厂)对英语好的人有额外需求,比如需要跟海外团队对接。另外,你也可以去咨询公司(麦肯锡、波士顿咨询)做数据顾问,或者去银行做风控模型。如果打算回国,中国学历加上实习经历,在东南亚、中东、非洲的科技公司也很吃香。

Subordinate programs