小红书AI Agent & LLM Engineering
社招全职3年以上后端开发地点:上海 | 北京 | 杭州状态:招聘
任职要求
1、本科及以上学历,计算机相关专业,3年以上研发经验,具备LLM工程化落地经验; 2、对AI技术有深入理解,熟悉LLM及相关技术:Prompt Engineering、RAG、Skills、spec模式、评测与迭代方法等; 3、扎实的工程能力:熟练掌握 Golang/Java/Python 任一; 4、熟悉大前端生态,精通至少一个主流框架(React/Vue/Angular);并至少熟悉 Android/iOS 任一技术栈(端智能/多端协同方向); 5、熟悉至少一种AI Coding工具或工作…
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工作职责
1、负责公司创新业务在泛体验、泛效率方向的大模型工程化能力建设,推动AI在传统工程提效与创新业务场景落地。 2、主导面向研发全链路(前端/端侧/后端)的 AI编码智能体(Agent) 建设,实现并持续迭代: 3、UI生成、代码转换、组件创建、逻辑编排、PRD拆解、任务分解、自动化评审/PR辅助、质量保障; 4、跟进并探索业界前沿的LLM/Agent/端智能技术,将其创新性应用于: (1)AI辅助开发与工程效率提升(Dev/Code/Review/Test/Release); (2)AI与端智能结合(端侧推理、轻量化、多端协同); (3)创新孵化:快速验证、MVP搭建、从0到1产品化落地; 5、构建与优化大模型应用的工程化体系(LLMOps),打造高效工具链与平台能力; 6、将AI能力产品化与平台化交付,以IDE插件/在线服务/内部平台等形式,为开发者与业务团队提供稳定高效的AI工具与解决方案; 7、深度参与项目研发,与产品、算法、质量等同学紧密协作,持续优化效果、性能与整体业务收益,提升产品体验。
包括英文材料
学历+
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
Prompt+
https://cloud.google.com/vertex-ai/generative-ai/docs/learn/prompts/introduction-prompt-design
A prompt is a natural language request submitted to a language model to receive a response back.
https://learn.microsoft.com/en-us/azure/ai-foundry/openai/concepts/prompt-engineering
These techniques aren't recommended for reasoning models like gpt-5 and o-series models.
https://www.youtube.com/watch?v=LWiMwhDZ9as
Learn and master the fundamentals of Prompt Engineering and LLMs with this 5-HOUR Prompt Engineering Crash Course!
RAG+
https://www.youtube.com/watch?v=sVcwVQRHIc8
Learn how to implement RAG (Retrieval Augmented Generation) from scratch, straight from a LangChain software engineer.
Go+
https://www.youtube.com/watch?v=8uiZC0l4Ajw
学习Golang的完整教程!从开始到结束不到一个小时,包括如何在Go中构建API的完整演示。没有多余的内容,只有你需要知道的知识。
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.
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.
还有更多 •••