美团【北斗】AI Agent工程师(大模型方向)
校招全职核心本地商业-基础研发平台地点:北京 | 上海状态:招聘
任职要求
【岗位要求】 1. 技术基础 计算机科学、人工智能、数学等相关专业背景,精通Python/C++,扎实的算法与系统设计能力 熟悉Agent架构设计,了解LangChain、AutoGPT等主流Agent框架 2. 强化学习经验 熟悉RL核心算法(如PPO、DQN、SAC等),有实际项目经验或顶会论文(NeurIPS/ICML/ICLR等)成果者优先 有Code Agent、多智能体系统相关项目经验者优先 3. 问题解决能力 善于从复杂需求中提炼技术方案,具备快速学习新领域的能力 能够将业务需求转化为Agent系统设计方案,具备系统架构思维 4. 领域热情 对AI Coding、代码生成或LLM+RL结合方向有强烈探索欲 对…
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工作职责
我们正在构建以Code Agent为核心的下一代智能编程基础设施,通过大模型技术、强化学习与多智能体协作的深度融合,推动软件开发从辅助工具向自主智能体演进。如果你对AI Coding充满热情,渴望在Post-training、强化学习(RL)、智能体系统等领域引领技术革命,这里将是你实现技术理想的终极舞台! 1. 前沿技术攻坚 主导基于Post-training、强化学习的代码生成与优化技术研发,构建工业级AI编程解决方案 负责Code Agent系统架构设计,探索智能体在代码全生命周期的自主决策能力 研究多智能体协作机制,构建自动化编程智能体团队 2. 复杂场景落地 攻克业务场景中的代码生成、质量提升与性能调优挑战,推动LLM+RL创新落地 设计实现基于Agent的代码智能体,实现端到端自动化开发 构建Code Agent评估体系,持续优化智能体性能 3. 跨领域创新 与顶尖AI团队协作,实现学术前沿到工业落地的闭环 探索Agent技术在美团多元业务场景中的应用,推动技术跨领域迁移 4. 行业变革引领 打造业界领先的Code Agent解决方案,推动AI编程从辅助工具向自主智能体演进 引领百万开发者生态变革,定义下一代编程范式!
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.
C+++
https://www.learncpp.com/
LearnCpp.com is a free website devoted to teaching you how to program in modern C++.
https://www.youtube.com/watch?v=ZzaPdXTrSb8
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/
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.
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.
LangChain+
https://python.langchain.com/docs/tutorials/
New to LangChain or LLM app development in general? Read this material to quickly get up and running building your first applications.
https://www.freecodecamp.org/news/beginners-guide-to-langchain/
LangChain is a popular framework for creating LLM-powered apps.
AutoGPT+
[英文] What is AutoGPT?
https://www.ibm.com/think/topics/autogpt
https://www.youtube.com/watch?v=v-5AWQlTFw8
Someone has created a version of ChatGPT called AutoGPT and it’s a lot more powerful.
还有更多 •••