阿里巴巴面向数字员工的自主Agent编程技术研究与系统实现-阿里星
实习兼职阿里巴巴2027届实习生地点:北京 | 杭州状态:招聘
工作描述
任职要求 1.学历背景:博士及以上学历,计算机科学、人工智能、软件工程或相关专业; 2.编程能力:精通TypeScript或Python,熟悉Go或Rust;对程序语言语法解析、AST操作、代码结构分析有深入理解,具备构建复杂代码生成与分析系统的实战经验; 3.大模型技术:熟悉Transformer架构及主流LLM技术栈,有LLM微调、推理优化经验;理解多智能体系统架构及智能体通信协议(如MCP、A2A、ANP等); 4.Agent系统经验:对AI Agent的核心能力模块(推理规划、工具调用、记忆管理、代码执行)有深入理解,具备Agent系统的设计或开发经验; 5.系统工程:熟悉容器化技术、沙箱隔离机制或分布式系统开发,能够構建高可靠、可扩展的代码执行基础设施。 【加分项】 1.学术背景:在ACL、EMNLP、NeurIPS、ICML、ICLR、AAAI、ICSE等顶会发表过LLM/Agent/代码生成相关…
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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.
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.
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。
Rust+
https://www.youtube.com/watch?v=BpPEoZW5IiY
In this comprehensive Rust course for beginners, you will learn about the core concepts of the language and underlying mechanisms in theory.
https://www.youtube.com/watch?v=lzKeecy4OmQ
Full Rust 101 Crash Course for beginners.
https://www.youtube.com/watch?v=rQ_J9WH6CGk
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
Transformer+
https://huggingface.co/learn/llm-course/en/chapter1/4
Breaking down how Large Language Models work, visualizing how data flows through.
https://poloclub.github.io/transformer-explainer/
An interactive visualization tool showing you how transformer models work in large language models (LLM) like GPT.
https://www.youtube.com/watch?v=wjZofJX0v4M
Breaking down how Large Language Models work, visualizing how data flows through.
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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