滴滴27届秋储-数据研发实习生(数据平台与应用部)
实习兼职数据类地点:北京状态:招聘
任职要求
1、2027届在校生,本科及以上学历,计算机、数学、统计等相关专业 2、有互联网公司数据开发或数据平台相关实习经验者优先 3、具备扎实的编程基础,至少熟练掌握 Java/Python 中的一门语言,熟悉 Python 数据处理库(如 Pandas、NumPy)者加分 4、大数据技术栈:了解 Hadoop、Hive、Spark、Flink 等常用组件,有实际使用经验者优先 对 …
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工作职责
1、参与滴滴数据中台的智能化升级与数仓建设工作,对多源数据进行整合、清洗、存储,构建面向BI分析与AI应用的高质量数据资产,满足实时、离线、湖仓一体等多样化场景需求 2、参与面向AI的数据基础设施建设,包括资产标准化、数据湖(Iceberg/Hudi)的探索与应用,驱动业务智能决策等提供高质量数据支持 3、与产品、商分、业务团队紧密协作,深入理解业务需求与智能化产品目标,提供高效、可靠的数据支持,推动数据驱动的产品改进及AI功能落地(如智能归因、个性化推荐) 4、制定和优化数据开发规范与流程,引入AI开发工具(如大模型辅助SQL生成、代码Review、自动化质检),提升团队研发效率与代码质量,建立智能化数据开发心智 5、跟踪业界最新技术动态,重点关注AI与数据技术融合趋势(如Data+AI、数据湖仓的AI增强),将成熟技术引入实际项目,持续提升数据团队的技术先进性与业务竞争力。
包括英文材料
学历+
Java+
https://www.youtube.com/watch?v=eIrMbAQSU34
Master Java – a must-have language for software development, Android apps, and more! ☕️ This beginner-friendly course takes you from basics to real coding skills.
Python+
https://liaoxuefeng.com/books/python/introduction/index.html
中文,免费,零起点,完整示例,基于最新的Python 3版本。
https://www.learnpython.org/
a free interactive Python tutorial for people who want to learn Python, fast.
https://www.youtube.com/watch?v=K5KVEU3aaeQ
Master Python from scratch 🚀 No fluff—just clear, practical coding skills to kickstart your journey!
https://www.youtube.com/watch?v=rfscVS0vtbw
This course will give you a full introduction into all of the core concepts in python.
Pandas+
[英文] 10 minutes to pandas
https://pandas.pydata.org/docs/user_guide/10min.html
This is a short introduction to pandas, geared mainly for new users.
[英文] Cookbook - pandas
https://pandas.pydata.org/docs/user_guide/cookbook.html#cookbook
This is a repository for short and sweet examples and links for useful pandas recipes.
https://www.kaggle.com/learn/pandas
Solve short hands-on challenges to perfect your data manipulation skills.
https://www.youtube.com/watch?v=2uvysYbKdjM
I'm super excited for this one. We're doing another complete Python Pandas tutorial walkthrough.
https://www.youtube.com/watch?v=Mdq1WWSdUtw
Filtering, Joins, Indexing, Data Cleaning, Visualizations
NumPy+
https://numpy.org/doc/stable/user/absolute_beginners.html
NumPy (Numerical Python) is an open source Python library that’s widely used in science and engineering.
[英文] NumPy - Learn
https://numpy.org/learn/
Below is a curated collection of educational resources, both for self-learning and teaching others, developed by NumPy contributors and vetted by the community.
https://www.kaggle.com/code/themlphdstudent/learn-numpy-numpy-50-exercises-and-solution
This kernel uses exercises of NumPy from the Machine Learning Plus webpage
https://www.youtube.com/watch?v=KHoEbRH46Zk
If you've heard of Pandas and NumPy, you may think one is simply a superset of the other.
https://www.youtube.com/watch?v=QUT1VHiLmmI
Learn the basics of the NumPy library in this tutorial for beginners.
https://www.youtube.com/watch?v=VXU4LSAQDSc
This video serves as an introduction to the NumPy Python library.
大数据+
https://www.youtube.com/watch?v=bAyrObl7TYE
https://www.youtube.com/watch?v=H4bf_uuMC-g
With all this talk of Big Data, we got Rebecca Tickle to explain just what makes data into Big Data.
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