
美图Agent算法工程师 - 厦门 / Algorithm Engineer – Xiamen
社招全职3年以上研发类地点:厦门状态:招聘
工作描述
你将参与的事: 我们正在把大语言模型的推理与执行能力嵌入真实的业务流,让影像创作、内容生产等场景能被 AI Agent 更自主地驱动。你将为这套 Agent 系统设计灵活且高可用的架构,让它不止跑通 demo,而是在千万用户量级下稳定运转。 核心工作: · 主导 AI Agent 应用的整体架构设计与核心模块实现,让 Agent 具备可靠的规划、工具调用与自主执行能力; · 持续打磨系统性能与稳定性,在高并发、高可用的目标下落地具体优化方案; · 与产品、算法和前端同学紧密协作,把用户场景从想法变成链路完整、体验细腻的 AI 交互体验。 我们希望你具备: · 3 年以上后端开发经验,有 AI Agent 项目的实际交付经历; · 精通 Python,熟悉主流 Web 服务框架,对高并发、高可用系统的设计和实现有扎实体感; · 熟悉主流的 Agent 框架,对 RAG、Function Calling、MCP 协议等相关技术有深入理解和实践经验; · 清楚 LLM 的基本原理,能熟练使用 Prompt Engineering 来解决工程问题,而不只是调用 API; · 习惯在标准的团队协作流程里工作,能务实推动问题闭环,并持续更新自己的技术认知。 加分项: · 有 Dify、ComfyUI 或其他 AI 工作流编排框架的实战经验; · 对影像处理、多模态内容生成有天然的好奇心,喜欢用技术创造好玩或好用的东西。 What You’ll Be Part Of: Meitu builds AI-powered imaging tools used by millions every day. We’re looking for an engineer who treats AI Agents not as black boxes, but as systems to design, optimize, and push further. You’ll join the team that transforms the latest reasoning and tool-use capabilities into features that actually ship — and …
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包括英文材料
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.
系统设计+
https://roadmap.sh/system-design
Everything you need to know about designing large scale systems.
https://www.youtube.com/watch?v=F2FmTdLtb_4
This complete system design tutorial covers scalability, reliability, data handling, and high-level architecture with clear explanations, real-world examples, and practical strategies.
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.
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
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/
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.
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.
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你将参与的事: 我们正在把大语言模型的推理与执行能力嵌入真实的业务流,让影像创作、内容生产等场景能被 AI Agent 更自主地驱动。你将为这套 Agent 系统设计灵活且高可用的架构,让它不止跑通
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