美团Agent 开发工程师(全栈)
社招全职2年以上核心本地商业-美团平台地点:北京状态:招聘♡ 收藏
工作描述
任职要求 【必备能力】 强编程能力:精通 Python,熟悉至少一门系统语言(Go / Java / Rust)。代码质量高,架构设计清晰 大模型工程:深度理解 LLM 推理、Prompt Engineering、Fine-tuning 等技术,有实际的大模型应用开发经验 Agent 架构:理解主流 Agent 框架和设计模式:ReAct / Plan-and-Execute / 多 Agent 协作 / Tool Calling / MCP 协议 模型可控性工程:有在生产环境中解决 LLM 输出不确定性问题的实战经验——包括但不限于:输出格式约束、推理路径收敛、结果一致性校验、温度/采样策略调优、Prompt 鲁棒性优化等 数据工程:熟悉数据处理全链路(SQL / Hive / Spark / 数仓),能独立完成数据驱动的功能开发 系统设计:具备复杂系统的架构设计能力,能在可靠性、成本、性能之间做出合理权衡 产品意识:不只是"实现需求",能从用户和业务视角思考技术方案,有 Product Sense 【经验要求】 -2年以上后端 / 全栈开发经验,其中至少 1 年大模型或 AI 应用开发经验 -有 Agent 系统或 AI 应用的从 0 到 1 建设经验 -有处理复杂业务逻辑(策略计算、资源优化、工作流引擎等)的工程经验 -有在生产环境中解决「模型输出不确定性 vs 业务流程确定性」矛盾的实际项目经验者优先 -本科及以上学历,计算机科学或相关专业 -有前后端开发能力,能独立完成全栈功能交付 具备以下条件优先 -有 R…
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包括英文材料
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。
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.
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
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.
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!
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.
设计模式+
https://liaoxuefeng.com/books/java/design-patterns/index.html
设计模式,即Design Patterns,是指在软件设计中,被反复使用的一种代码设计经验。使用设计模式的目的是为了可重用代码,提高代码的可扩展性和可维护性。
[英文] Design Patterns
https://refactoring.guru/design-patterns
Design patterns are typical solutions to common problems in software design. Each pattern is like a blueprint that you can customize to solve a particular design problem in your code.
https://www.youtube.com/watch?v=NU_1StN5Tkk
Design Patterns tutorial explained in simple words using real-world examples.
React+
[英文] Quick Start - React
https://react.dev/learn
This page will give you an introduction to 80% of the React concepts that you will use on a daily basis.
https://www.youtube.com/watch?v=SqcY0GlETPk
Master React 18 with TypeScript! ⚛️ Build amazing front-end apps with this beginner-friendly tutorial.
https://www.youtube.com/watch?v=x4rFhThSX04
Learn modern React basics in the most interactive, hands-on way possible in the full course for beginners.
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