
美图Java开发工程师 - 大数据平台/ Java Development Engineer – Big Data Platform
社招全职3年以上研发类地点:厦门状态:招聘♡ 收藏
工作描述
关于本岗位: 我们正在寻找一位Java开发工程师,加入大数据平台方向,参与平台架构优化、海量数据处理及AI能力落地。工作地点:厦门。 岗位职责: · 负责大数据应用平台开发与架构优化,持续提升平台的数据处理能力,支撑平台智能化和可视化能力升级; · 参与海量业务数据处理,完成数据清洗、数据转换、特征提取、知识库构建等数据治理相关后端服务开发; · 负责大数据与AI方向的技术验证、功能开发与原型落地,输出技术优化与迭代方案,并完成前后端联调; · 负责关键技术瓶颈突破与线上问题排查,推进项目实施,高效解决业务与服务问题。 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Java开发实战经验; · 扎实的Java编程功底,熟悉Python,熟练数据库开发,熟练Vue/React至少一种主流前端框架; · 熟悉AI应用开发流程,掌握RAG技术栈,了解LangChain/LangGraph框架,参与过AI功能或智能体服务的开发与落地; · 熟练使用AI编程工具辅助开发,具备高效编码能力和代码审核能力; · 了解Hadoop、Flink、Kafka等大数据生态组件,了解离线/实时数据开发基本思路; · 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前后端整体解决方案; · 具备良好的线上问题排查与应急处置能力,自驱力强,学习能力良好,沟通顺畅,能适应业务迭代节奏。 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。 About This Role: We are looking for a Java Development Engineer to join our Big Data Platform team in Xiamen. You will contribute to platform architecture optimization, large-scale data processing, and the integration of AI capabilities into our data products. Key Responsibilities: · Own the design, development, and architecture optimization…
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包括英文材料
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.
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+
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.
Vue+
[英文] Tutorial | Vue.js
https://vuejs.org/tutorial/
The goal of this tutorial is to quickly give you an experience of what it feels like to work with Vue, right in the browser.
https://www.youtube.com/watch?v=VeNfHj6MhgA
3 Hour crash course of the Vue.js framework. You will learn all the fundamentals including components, directives, lifecycle, events and much more.
React+
[英文] Quick Start - React
https://react.dev/learn
This page will give you an introduction to 80% of the React concepts that you will use on a daily basis.
https://www.youtube.com/watch?v=SqcY0GlETPk
Master React 18 with TypeScript! ⚛️ Build amazing front-end apps with this beginner-friendly tutorial.
https://www.youtube.com/watch?v=x4rFhThSX04
Learn modern React basics in the most interactive, hands-on way possible in the full course for beginners.
RAG+
https://www.youtube.com/watch?v=sVcwVQRHIc8
Learn how to implement RAG (Retrieval Augmented Generation) from scratch, straight from a LangChain software engineer.
LangChain+
https://python.langchain.com/docs/tutorials/
New to LangChain or LLM app development in general? Read this material to quickly get up and running building your first applications.
https://www.freecodecamp.org/news/beginners-guide-to-langchain/
LangChain is a popular framework for creating LLM-powered apps.
智能体+
https://learn.microsoft.com/en-us/shows/ai-agents-for-beginners/
In this 10-lesson course we take you from concept to code while covering the fundamentals of building AI agents.
https://www.ibm.com/think/ai-agents
Your one-stop resource for gaining in-depth knowledge and hands-on applications of AI agents.
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