美团资深AI Agent工程师（全栈）
社招全职3年以上核心本地商业-美团平台地点：北京状态：招聘
工作描述
任职要求 【必须具备】 -5 年以上后端/系统开发经验，有中大规模系统从 0 到 1 或重构经验 -有 AI 架构相关实战经验（LLM Agent/模型服务/推理工程/ML Pipeline 等，无 AI 经验不予考虑） -有 LLM Agent 系统开发经验（编排引擎、工具调用、上下文管理、流式输出等） -理解 AI 安全：知道 prompt injection 攻击面，能设计工具调用权限边界和越权防控机制 -有多租户高并发高可用服务设计经验（千级+ QPS 或百万级用户规模） -能独立设计并推动技术方案落地，接受 2-4 周迭代节奏 【强需具备】 -企业级审计合规意识：操作可追溯、数据分级分类、合规准入 -效果-成本平衡能力：Token 预算管理、模型路由优化、推理资源池化，有"效果保底线"意识 -数据飞轮与评测经验：知道如何量化效果、建设评测集、搭建离线+在线数据循环 -ETL 数据加工能力：能设计多源数据接入与清洗转换 pipeline -全栈能力：后端为主（Python/Java/Go），能 cover 前端协议对接或做技术评审 -有"做减法"的工程审美：拒绝过度设计，追求最小可行复杂度 具备以下条件优先 -开源社区AI项目核心贡献者，在 GitHub…
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包括英文材料
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.
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!
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.
ETL+
https://www.ibm.com/think/topics/etl
ETL—meaning extract, transform, load—is a data integration process that combines, cleans and organizes data from multiple sources into a single, consistent data set for storage in a data warehouse, data lake or other target system.
https://www.youtube.com/watch?v=OW5OgsLpDCQ
It explains what ETL is and what it can do for you to improve your data analysis and productivity.
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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