小红书【REDstar】Agent/大模型算法工程师-rednote国际化
校招全职地点：北京 | 上海 | 杭州 | 新加坡状态：招聘♡ 收藏
工作描述
Qualifications 1、本科及以上学历，计算机科学与技术、人工智能、计算机、机器学习、大数据、数学等相关专业； 2、对大模型和Agent有较深入的理解，熟悉常见的LLM实施模式、PE、RAG、评估框架等，熟悉主流 Agent 架构（Multi-Agent、Context Engineering/Management、ReAct/PlanAct/CodeAct），了解Agent相关的交互协议（MCP、A2A、FunctionCall）； 3、熟悉Agentic RL等方法，了解相关 Infra（例如CodeRL，Reward System），能针对特定问题开展SFT、RL训练优化； 4、具备良好的学术视野和开拓精神，勇于钻研…
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包括英文材料
学历+
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.
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.
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.
SFT+
https://cameronrwolfe.substack.com/p/understanding-and-using-supervised
Understanding how SFT works from the idea to a working implementation...
RAG+
https://www.youtube.com/watch?v=sVcwVQRHIc8
Learn how to implement RAG (Retrieval Augmented Generation) from scratch, straight from a LangChain software engineer.
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.
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/
vLLM+
https://www.newline.co/@zaoyang/ultimate-guide-to-vllm--aad8b65d
vLLM is a framework designed to make large language models faster, more efficient, and better suited for production environments.
https://www.youtube.com/watch?v=Ju2FrqIrdx0
vLLM is a cutting-edge serving engine designed for large language models (LLMs), offering unparalleled performance and efficiency for AI-driven applications.
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相关职位
校招
任职资格： 1. 本科及以上学历，计算机、人工智能、电子信息、自动化、软件或数学等相关专业； 2. 扎实的机器学习基础，在 RecSys、KDD、NeurIPS、ICML、ACL、SIGIR、ICLR
更新于 2026-10-15北京|杭州|新加坡
校招
1、本科及以上学历，计算机等相关专业； 2、扎实的计算机基础，对程序分析、软件工程有深入理解； 3、具备优秀的代码能力、数据结构和基础算法功底，熟练掌握C/C++、Python等一个或多个编程语言；
更新于 2026-09-03北京|上海
校招
Qualifications 1、本科及以上学历，计算机等相关专业； 2、对打造亿级用户使用的 AI Agent 有热情、对 AI 产品有审美； 3、具备扎实的机器学习和 NLP 基础，理解大模型技术
更新于 2026-10-04北京|上海
校招
1、本科及以上学历，计算机等相关专业； 2、对打造真正能交付任务的 AI Agent 有热情，对 AI 产品和软件工程体验有审美，能把体验目标翻译成系统目标； 3、具备扎实的工程功底，精通 Go /
更新于 2026-09-03北京|上海|杭州