蚂蚁金服【转正实习】智能体与大模型应用工程
实习兼职蚂蚁集团2027届转正实习地点:北京 | 上海 | 杭州 | 深圳 | 重庆 | 成都 | 广州状态:招聘
工作描述
任职要求 基础条件 1. 计算机、软件工程、人工智能等相关专业优先。 专业能力 1. AI编程工具重度玩家:Cursor、Claude code等AI编程工具重度或顶级玩家,具备极强的Prompt编写与调优能力,有过完整的项目级开发经验,理解如何让AI写出生产级代码。 2. 大模型能力理解与掌握:理解主流LLM的能力与局限,能够清晰拆解任务并通过LLM或确定性逻辑兜底实现;熟悉主流大模型的应用范式(Context Engineering、Prompt Engineering、Agent、工具/函数调用等等)及主流Agent框架(如LangChain等),具备大模型幻觉、Prompt注入等风险的工程化应对思路。 3. 扎实的代码和工程能力:具备扎实的计算机基础知识,深入理解数据结构、算法、网络和操作系统等相关知识,能至少在一种主流编程语言(如 Java / Python / JS 等)上有深度的实践经验,掌握常见工程实践并具备优秀的Coding 能力,能够根据场景灵活选型并快速上手。 能力特质 1. 学习能力: 具备快速啃透前沿论文(Paper)的能力,并能将理论知识转化为工程代码。 2. 开放性与动手能力: …
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包括英文材料
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.
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.
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/
数据结构+
https://www.youtube.com/watch?v=8hly31xKli0
In this course you will learn about algorithms and data structures, two of the fundamental topics in computer science.
https://www.youtube.com/watch?v=B31LgI4Y4DQ
Learn about data structures in this comprehensive course. We will be implementing these data structures in C or C++.
https://www.youtube.com/watch?v=CBYHwZcbD-s
Data Structures and Algorithms full course tutorial java
AIGC+
https://ui.adsabs.harvard.edu/abs/2023arXiv230406632W/abstract
To address the challenges of digital intelligence in the digital economy, artificial intelligence-generated content (AIGC) has emerged.
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.
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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