美团Keeta技术-数据仓库工程师(深圳)
社招全职2年以上核心本地商业-业务研发平台地点:深圳状态:招聘
任职要求
1. 本科及以上学历,2年以上数据开发经验; 2. 熟悉大数据技术基本原理,包括Hadoop/Hive/Spark/Flink/OLAP引擎等,掌握数据仓库体系架构、数据建模方法、数据治理等知识; 3. 对数据价值探索充满热情,较强的业务理解和抽象能力,能快速分析和理解问题,能够将复杂的业务问题转变为清晰的数据需求; 4. 在经营、流量、履约、营销增长任一方向具备丰富的领域知识,熟练使用SQL与常见数据分析方法; 5. 做事有责任感和主动性,面对复杂业务问题,可以从技术和业务多角度推进,最终达成目标; 具备以下条件优先 1. 参与过从零到一的全流程业务或者某领域的数据仓库设计与实现; 2. 主导过某核心领域数据指标体系设计与落地; 3. 充满好奇心,不自设边界; 4. 有过国际化相关从业经验;
工作职责
1. 负责美团外卖国际化业务核心数据仓库及相关服务的研发工作,致力于数据驱动业务提升决策效率与质量; 2. 参与业务数据仓库的模型规划、SLA定义与优化、安全合规等工作; 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. 负责解决项目中关键问题和技术难题,线上疑难问题排查和解决,并给出合理的指导和改进建议;
包括英文材料
学历+
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.
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.
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.
OLAP+
https://www.youtube.com/watch?v=iw-5kFzIdgY
OLAP (for online analytical processing) is software for performing multidimensional analysis at high speeds on large volumes of data from a data warehouse, data mart, or some other unified, centralized data store.
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
数据治理+
https://www.ibm.com/think/topics/data-governance
Data governance is the data management discipline that focuses on the quality, security and availability of an organization’s data.
https://www.youtube.com/watch?v=uPsUjKLHLAg
Building data fabric eliminates the technological complexities of data governance so users can connect to the right data at the right time, regardless of where it resides.
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.
数据分析+
[英文] Data Analyst Roadmap
https://roadmap.sh/data-analyst
Step by step guide to becoming an Data Analyst in 2025
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