滴滴数据平台与应用部-大数据研发实习生
实习兼职技术类地点：北京状态：招聘
任职要求
1.数学、统计学、计算机相关专业，获奖或参与过建模比赛，有实习经验优先 2.至少能实习4个月，每周不少于4天，能快速学习，思维敏捷； 3.掌握数据库原理，能熟练运用sql进行数据查询，熟悉至少一种大数据计算框架，如：hive、flink、spark等； 4.具备扎实的java编程基础，熟悉掌握常用的Java框架和中间件；
工作职责
工作内容： 1. 参与滴滴核心网约车出行业务数据建设，提供丰富、稳定、的公共基础数据，探索更多数据能力的增量价值； 2. 参与各类数据专题体系（如司机、乘客、增长、品类等）的建设，通过数据+产品赋能业务，提供全链路、可分析、可复用的数据能力； 3. 参与数据中台的产品、服务、流程等技术体系建设，保障服务业务的数据质量和产出稳定；
包括英文材料
SQL+
https://liaoxuefeng.com/books/sql/introduction/index.html
什么是SQL？简单地说，SQL就是访问和处理关系数据库的计算机标准语言。
https://sqlbolt.com/
Learn SQL with simple, interactive exercises.
https://www.youtube.com/watch?v=p3qvj9hO_Bo
In this video we will cover everything you need to know about SQL in only 60 minutes.
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.
Hive+
[英文] Hive Tutorial
https://www.tutorialspoint.com/hive/index.htm
Hive is a data warehouse infrastructure tool to process structured data in Hadoop. It resides on top of Hadoop to summarize Big Data, and makes querying and analyzing easy.
https://www.youtube.com/watch?v=D4HqQ8-Ja9Y
Flink+
https://nightlies.apache.org/flink/flink-docs-release-2.0/docs/learn-flink/overview/
This training presents an introduction to Apache Flink that includes just enough to get you started writing scalable streaming ETL, analytics, and event-driven applications, while leaving out a lot of (ultimately important) details.
https://www.youtube.com/watch?v=WajYe9iA2Uk&list=PLa7VYi0yPIH2GTo3vRtX8w9tgNTTyYSux
Today’s businesses are increasingly software-defined, and their business processes are being automated. Whether it’s orders and shipments, or downloads and clicks, business events can always be streamed. Flink can be used to manipulate, process, and react to these streaming events as they occur.
Spark+
[英文] Learning Spark Book
https://pages.databricks.com/rs/094-YMS-629/images/LearningSpark2.0.pdf
This new edition has been updated to reflect Apache Spark’s evolution through Spark 2.x and Spark 3.0, including its expanded ecosystem of built-in and external data sources, machine learning, and streaming technologies with which Spark is tightly integrated.
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.
中间件+
https://www.youtube.com/watch?v=1oWPUpMheGk
相关职位
实习其他
1.负责滴滴国内网约车数据建设，致力于数据驱动业务提升决策效率与质量； 2.负责实时、离线数据仓库的建设，数据方案设计，模型开发，指标体系的开发和数据治理； 3. 参与技术决策，制定研发规范，完成技术选型、流程设计和技术风险评估等相关工作； 4. 负责解决项目中的问题和技术难题，线上疑难问题排查和解决。
更新于 2025-08-27
实习技术类
1、 参与滴滴数据平台应用产品的前端产品研发； 2、参与各项目系统需求迭代过程中，能承担重要功能的研发工作，以及公共核心组件模块的代码编写； 3、能够较深刻理解产品需求，参与产品评审的同时，能够对产品设计提出自己的见解并进行有效沟通； 4、参与滴滴数据体系前端技术驱动项目的研发，过程中能积极共识、高效调研并勇于承担。
更新于 2025-05-22