美团数据开发工程师(实习)
实习兼职核心本地商业-基础研发平台地点：北京状态：招聘
任职要求
1. 计算机或者相关专业大学本科及以上学历； 2. 熟悉SQL/Java/python等至少一种开发语言； 3. 了解hadoop/hive/spark/storm/flink等原理； 4. 了解数据库、范式，了解数据仓库，有使用数据库和编程语言解决实际问题的经历 5. 有较好的学习能力，沟通表达、积极主动 6. 对数据价值探索充满热情，能快速分析和理解问题 具备以下条件优先 1、热爱互联网和新技术，具有较强的快速学习能力； 2、同时具备多种数仓（实时数仓、离线数仓、流批一体数仓）开发经验；
工作职责
1. 参与美团平台数据仓库及相关服务的研发工作 2. 参与实时、离线、流批一体数据仓库的建设，数据方案设计，模型开发，指标体系的开发和数据治理； 3. 参与解决项目中的问题和技术难题，线上疑难问题排查和解决；
包括英文材料
学历+
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.
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.
Hadoop+
https://www.runoob.com/w3cnote/hadoop-tutorial.html
Hadoop 为庞大的计算机集群提供可靠的、可伸缩的应用层计算和存储支持，它允许使用简单的编程模型跨计算机群集分布式处理大型数据集，并且支持在单台计算机到几千台计算机之间进行扩展。
[英文] Hadoop Tutorial
https://www.tutorialspoint.com/hadoop/index.htm
Hadoop is an open-source framework that allows to store and process big data in a distributed environment across clusters of computers using simple programming models.
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
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.
Apache Storm+
[英文] Tutorial
https://storm.apache.org/releases/2.6.0/Tutorial.html
In this tutorial, you'll learn how to create Storm topologies and deploy them to a Storm cluster.
https://www.baeldung.com/apache-storm
This tutorial will be an introduction to Apache Storm, a distributed real-time computation system.
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.
数据仓库+
https://www.youtube.com/watch?v=9GVqKuTVANE
From Zero to Data Warehouse Hero: A Full SQL Project Walkthrough and Real Industry Experience!
https://www.youtube.com/watch?v=k4tK2ttdSDg
相关职位
实习核心本地商业-基
1.承担美团医药健康业务线的数仓设计和开发工作； 2.承担业务方应用层数据的搭建和开发工作； 3.承担医药健康业务数据质量、成本、安全等各方向数据治理工作； 4.业务方数据问题的统一接口人与综合解决方案提供方，对外提供一站式服务； 5.跨团队沟通、推动数据生产链路上的问题改进。
更新于 2025-09-26
实习
1、参与数字化平台的软件项目开发，包括需求分析、设计、编码和单元测试。 2、进行代码审查，确保代码质量和可维护性，遵循公司的开发规范和流程。 3、和前端/产品/测试进行密切沟通，能够根据需求提出合理技术方案； 4、负责软件开发过程中的问题分析和总结，提供建议和帮助改善研发流程； 5、关注行业技术发展趋势，积极学习新技术，为项目引入创新的解决方案。
更新于 2025-08-06