快手前端开发工程师(AI 方向)-【基础架构】
社招全职3-5年D3875地点:北京状态:招聘
任职要求
1、本科及以上学历,计算机相关专业,3年及以上研发经验; 2、精通 TypeScript,熟悉 JavaScript、CSS3、HTML5 等前端技术,深入理解浏览器工作原理; 3、至少熟练掌握 Java、Python 或 Node.js 其中一种后端开发语言; 4、熟悉 LangGraph、AutoGen AI 应用开发框架,有 AI 应用开发实践经验; 5、熟悉前端工程化体系,在研发效率提升、质量保障和自动化等方面有一定的见解和实践; 6、熟悉 HTTP、WebSocket 等网络协议,了解前后端交互原理; 7、具备良好的团队协作精神和责任心,学习能力强,乐于不断学习新知识。 加分项 1、有大型 AI 应用落地实践经验,包括 LLM 应用开发、Agent 系统构建或知识库搭建等; 2、有 RAG 系统开发经验或模型微调经验。
工作职责
1、负责快手主站 AI 应用的技术选型和方案设计、研发等工作,包括但不限于 Agent 开发、知识库搭建、模型训练等; 2、持续改进快手主站技术体系下的 AI 应用的架构和工程架构,能够将 AI 应用落地业务场景,优化开发流程、提升交付效率和开发体验; 3、研究前沿 AI 应用技术,跟踪新技术发展并运用到实际项目中; 4、对大模型应用开发有深入理解,能够设计并实现复杂的 AI 系统架构。
包括英文材料
学历+
TypeScript+
https://www.youtube.com/watch?v=JHEB7RhJG1Y
Master TypeScript from basics to advanced concepts through hands-on tutorials covering type annotations, generics, data fetching, Zod library, and more, with practical challenges for effective real-world application.
JavaScript+
https://developer.mozilla.org/zh-CN/docs/Learn_web_development/Core/Scripting
[英文] Learn JavaScript
https://learnjavascript.online/
The easiest way to learn & practice modern JavaScript
[英文] Learn JavaScript
https://web.dev/learn/javascript
https://www.youtube.com/watch?v=zuKbR4Q428o
Write bulletproof JavaScript code with unit testing!
CSS+
HTML+
https://developer.mozilla.org/zh-CN/docs/Learn_web_development/Core/Structuring_content
[英文] Learn HTML
https://web.dev/learn/html
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.
Node.js+
https://liaoxuefeng.com/books/javascript/nodejs/index.html
从本章开始,我们就正式开启JavaScript的后端开发之旅。
https://www.youtube.com/watch?v=32M1al-Y6Ag
This is an intro to Node.js. No frameworks or libraries.
https://www.youtube.com/watch?v=zb3Qk8SG5Ms&list=PL4cUxeGkcC9jsz4LDYc6kv3ymONOKxwBU
In this Node JS tutorial I'll introduce to what exactly Node is all about, why we'd use it and the technologies you'll need to be familiar with to get started.
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.
AutoGen+
https://microsoft.github.io/autogen/0.2/docs/Getting-Started/
AutoGen is an open-source programming framework for building AI agents and facilitating cooperation among multiple agents to solve tasks.
https://www.youtube.com/watch?v=JmjxwTEJSE8
Whether you know everything there to AI Agents or are a complete beginner, I believe there is something to learn here.
开发框架+
[英文] Understanding Modern Development Frameworks: A Guide for Developers and Technical Decision-makers
https://www.freecodecamp.org/news/understanding-modern-development-frameworks-guide-for-devs/
HTTP+
https://developer.mozilla.org/zh-CN/docs/Web/HTTP
超文本传输协议(HTTP)是一个用于传输超媒体文档(例如 HTML)的应用层协议。它是为 Web 浏览器与 Web 服务器之间的通信而设计的,但也可以用于其他目的。
WebSocket+
[英文] WebSockets Tutorial
https://www.tutorialspoint.com/websockets/index.htm
Web sockets are defined as a two-way communication between the servers and the clients, which mean both the parties, communicate and exchange data at the same time.
大模型+
https://www.youtube.com/watch?v=xZDB1naRUlk
You will build projects with LLMs that will enable you to create dynamic interfaces, interact with vast amounts of text data, and even empower LLMs with the capability to browse the internet for research papers.
https://www.youtube.com/watch?v=zjkBMFhNj_g
AI agent+
https://www.ibm.com/think/ai-agents
Your one-stop resource for gaining in-depth knowledge and hands-on applications of AI agents.
RAG+
https://www.youtube.com/watch?v=sVcwVQRHIc8
Learn how to implement RAG (Retrieval Augmented Generation) from scratch, straight from a LangChain software engineer.
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