
美图AI Agent高级开发工程师-北京
社招全职3年以上研发类地点:北京状态:招聘
任职要求
● 至少3年以上后端开发经验,具备AI Agent实际项目开发经验 ● 精通Python编程语言,熟悉常用web服务框架,有高并发、高可用程序设计和开发经验 ● 熟悉主流的Agent框架,深刻理解RAG、Function Calling、MCP协议等相关技术 ● 了解LLM的基本原理,擅长Prompt Engineering ● 熟悉Dify/ComfyUI等AI应用或工作流编排框架者优先 ● 熟悉标准的团队协作开发流程,良好的团队合作精神及学习能力 Key Responsibilities: ● Responsible for the overall architecture design, core module development, and performance optimization of AI Agent applications. ● Collaborate with product, algorithm, frontend, and other teams to ensure technical solutions meet business requirements and deliver excellent user experience. Qualifications: ● Minimum 3 years of backend development experience, with practical project experience in AI Agent development ● Proficient in Python programming language familiar with common web service frameworks experience in designing and developing high-concurrency, high-availability systems. ● Familiarity with mainstream Agent frameworks deep understanding of RAG, Function Calling, MCP protocol, and related technologies. ● Understanding of LLM fundamentals strong skills in Prompt Engineering. ● Experience with AI application or workflow orchestration frameworks such as Dify/ComfyUI is preferred. ● Familiarity with standard team collaboration development processes strong teamwork spirit and learning ability.
工作职责
岗位职责: ● 负责AI Agent应用的整体架构设计、核心模块开发及性能优化 ● 与产品、算法、前端等团队协作,确保技术方案满足业务需求并具备良好用户体验
包括英文材料
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.
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.
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.
Web+
https://web.dev/learn
Explore our growing collection of courses on key web design and development subjects.
高并发+
https://www.baeldung.com/concurrency-principles-patterns
In this tutorial, we’ll discuss some of the design principles and patterns that have been established over time to build highly concurrent applications.
https://www.baeldung.com/java-concurrency
Handling concurrency in an application can be a tricky process with many potential pitfalls. A solid grasp of the fundamentals will go a long way to help minimize these issues.
https://www.oreilly.com/library/view/concurrency-in-go/9781491941294/
You’ll understand how Go chooses to model concurrency, what issues arise from this model, and how you can compose primitives within this model to solve problems.
https://www.oreilly.com/library/view/modern-concurrency-in/9781098165406/
With this book, you'll explore the transformative world of Java 21's key feature: virtual threads.
https://www.youtube.com/watch?v=qyM8Pi1KiiM
https://www.youtube.com/watch?v=wEsPL50Uiyo
高可用+
https://redis.io/blog/high-availability-architecture/
A high available architecture is when there are a number of different components, modules, or services that work together to maintain optimal performance, irrespective of peak-time loads.
https://www.ibm.com/think/topics/high-availability
High availability (HA) is a term that refers to a system’s ability to be accessible and reliable close to 100% of the time.
RAG+
https://www.youtube.com/watch?v=sVcwVQRHIc8
Learn how to implement RAG (Retrieval Augmented Generation) from scratch, straight from a LangChain software engineer.
MCP+
https://www.youtube.com/watch?v=eur8dUO9mvE
Unlock the secrets of MCP! 🚀 Dive into the world of Model Context Protocol and learn how to seamlessly connect AI agents to databases, APIs, and more. Roy Derks breaks down its components, from hosts to servers, and showcases real-world applications. Gain the knowledge to revolutionize your AI projects!
https://www.youtube.com/watch?v=L94WBLL0KjY
Let's talk about MCP or the Model Context Protocol.
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!
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/
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