
美图数据开发工程师 - 大数据平台/ Data Development Engineer – Big Data Platform
社招全职3年以上研发类地点:厦门状态:招聘
工作描述
关于本岗位: 美图正在持续建设大数据应用平台,支撑平台智能化与可视化能力升级。你将参与海量业务数据处理、大数据与AI方向技术验证及平台优化工作。 岗位职责: · 负责大数据应用平台开发,持续优化平台架构与数据处理能力,支撑平台智能化、可视化能力升级; · 负责海量业务数据的清洗、转换、特征提取与知识库构建等数据治理工作,提升数据质量与可用性; · 负责大数据与AI方向的技术验证、功能开发与原型落地,输出合理的技术优化与迭代方案; · 负责关键技术瓶颈突破和线上问题排查,推进项目落地与业务问题解决。 任职要求: · 本科及以上学历,计算机相关专业,具备3年及以上大数据开发实战经验; · 具备扎实的Java、Python编程功底,熟悉数据库开发与Web前后端开发; · 熟练掌握Hadoop、Spark、Hive、Flink等主流大数据生态组件,具备实时、离线数据开发经验; · 熟悉AI应用开发流程,掌握RAG技术栈,了解LangChain/LangGraph框架并能进行AI功能开发与落地; · 具备独立需求分析、技术选型与方案设计能力,可输出高可用、高可扩展的大数据平台解决方案; · 具备良好的线上问题排查和集群应急处置能力,能够承受业务迭代压力; · 熟练使用AI编程工具辅助开发,具备高效编码能力;自驱力强,学习能力优秀,沟通顺畅。 加分项: · 有大数据场景下大模型Agent设计、开发及项目落地经验; · 掌握机器学习算法,并有相关业务落地项目经验。 Role Overview: Meitu's big data application platform is core to how the company turns product and business data into decision-making and visualization capabilities across a global portfolio that includes BeautyPlus, AirBrush, and MagicPic. As a Data Development Engineer, you will help evolve the platform's architecture, strengthen data governance, and bring AI capabilities into the data stack — working with high-volume data that has direct…
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包括英文材料
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.
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.
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.
Web+
https://web.dev/learn
Explore our growing collection of courses on key web design and development subjects.
后端开发+
https://www.youtube.com/watch?v=tN6oJu2DqCM&list=PLWKjhJtqVAbn21gs5UnLhCQ82f923WCgM
Learn what technologies you should learn first to become a back end web developer.
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.
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.
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