蚂蚁金服蚂蚁集团-数据技术工程师/专家-蚂蚁星河
社招全职3年以上技术类-数据地点:杭州状态:招聘
任职要求
1、5年以上工作经验,计算机等相关专业本科以上学历 ,具有丰富的数据建模实践经验; 2、精通业务建模、数据仓库建模、精通ETL设计开发,具备体系化的数据质量与数据治理相关经验,有大型项目相关领域深入实践经验,能独立主导完成某一业务领域的整体模型设计,具备跨域的沟通协调能; 3、精通hadoop/yarn/hive等大数据体系,深入了解起背后的实现原理,并能够调优;具有超大规模数据项目,有百万级TPS数据处理经验尤佳; 4、掌握实时计算技术体系包括数据采集、计算引擎storm/spark/flink,对实时计算所涉及的事务、容错、可靠性有深入理; 5、良好的思维逻辑性和语言表达能力,以及良好的项目沟通和协调能力; 6、具备一定的JAVA、Python语言的开发能力,具备机器学习算法能力尤佳;
工作职责
1、负责蚂蚁星河数据体系和解决方案建设,赋能流量分配,机构服务,资产管理,风控管理等业务,保障数据的质量和稳定性; 2、负责业务领域核心数据体系的规划设计。在数据技术上,能结合业界技术探索数据服务的增量。在数据化运营和数据能力产品化上,制定数据技术和服务的策略。包括用户标签体系、数据智能化和自动化体系和实时数据体系的建设; 3、规划设计数据服务工具,提升数据研发的工作效率,搭建数据服务的工具/产品,赋能业务同学和业务产品,灵活支撑业务的创新和探索,让数据价值更浸透; 4、负责数据质量、稳定性等数据管理,数据内部共享融通的数据平台,让数据标准更规范、数据获取更高效。
包括英文材料
学历+
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
ETL+
https://www.ibm.com/think/topics/etl
ETL—meaning extract, transform, load—is a data integration process that combines, cleans and organizes data from multiple sources into a single, consistent data set for storage in a data warehouse, data lake or other target system.
https://www.youtube.com/watch?v=OW5OgsLpDCQ
It explains what ETL is and what it can do for you to improve your data analysis and productivity.
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.
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.
Yarn+
[英文] Introduction
https://yarnpkg.com/getting-started
Yarn is an established open-source package manager used to manage dependencies in JavaScript projects.
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
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.
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.
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.
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.
机器学习+
https://www.youtube.com/watch?v=0oyDqO8PjIg
Learn about machine learning and AI with this comprehensive 11-hour course from @LunarTech_ai.
https://www.youtube.com/watch?v=i_LwzRVP7bg
Learn Machine Learning in a way that is accessible to absolute beginners.
https://www.youtube.com/watch?v=NWONeJKn6kc
Learn the theory and practical application of machine learning concepts in this comprehensive course for beginners.
https://www.youtube.com/watch?v=PcbuKRNtCUc
Learn about all the most important concepts and terms related to machine learning and AI.
算法+
https://roadmap.sh/datastructures-and-algorithms
Step by step guide to learn Data Structures and Algorithms in 2025
https://www.hellointerview.com/learn/code
A visual guide to the most important patterns and approaches for the coding interview.
https://www.w3schools.com/dsa/
相关职位
社招3年以上技术类-开发
1、负责蚂蚁钱包科技用户增长领域相关数据资产建设,数据化指引/数据治理工作;沉淀营销、流量等业务的优质数据资产,打造用户增长领域高质量、高复用的精品指标。 2、熟悉隐私安全法律法规,制定数据风险管理领域的解决方案。规划业务大图和主要流程、针对复杂的业务问题能做提炼和拆解,帮助数据安全、合规、高效流转。 3、帮助海外钱包建设指标体系和经营分析体系,提升海外钱包客户经营效率
更新于 2025-09-01
社招5年以上技术类-数据
1、负责蚂蚁消金相关数据治理相关项目的落地和推进; 2、负责金融同业、用户运营、机构服务,财务管理等领域数据解决方案的设计与开发; 3、负责协调处理日常业务中的各类消金数据问题,提出完善建议,推动产品、运营等相关团队实施。
更新于 2025-06-19