拼多多智能体算法工程师（Agentic AI & RL）
社招全职技术类地点：上海状态：招聘
工作描述
任职要求 1、硕士及以上学历优先，计算机、人工智能、数学等相关专业； 2、扎实的机器学习和深度学习基础，熟悉 Transformer、LLM 原理； 3、熟悉至少一种智能体框架（LangChain、AutoGPT、MetaGPT 等），有实际智能体项目经验； 4、有强化学习研究或工程经验，熟悉 PPO、DQN、Actor-Critic 等算法，了解 Agentic RL 前沿进展者优先； 5、精通 Python，熟悉 PyTorch/TensorFlow，有 LLM 应用开发或微调经验者优先； 6、了解搜索推荐广告业务，有数据分析、A/B 实验、效果归因、在线学习经验者…
登录查看完整工作描述
微信扫码，1秒登录
包括英文材料
学历+
机器学习+
https://www.youtube.com/watch?v=0oyDqO8PjIg
Learn about machine learning and AI with this comprehensive 11-hour course from @LunarTech_ai.
https://www.youtube.com/watch?v=i_LwzRVP7bg
Learn Machine Learning in a way that is accessible to absolute beginners.
https://www.youtube.com/watch?v=NWONeJKn6kc
Learn the theory and practical application of machine learning concepts in this comprehensive course for beginners.
https://www.youtube.com/watch?v=PcbuKRNtCUc
Learn about all the most important concepts and terms related to machine learning and AI.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
Transformer+
https://huggingface.co/learn/llm-course/en/chapter1/4
Breaking down how Large Language Models work, visualizing how data flows through.
https://poloclub.github.io/transformer-explainer/
An interactive visualization tool showing you how transformer models work in large language models (LLM) like GPT.
https://www.youtube.com/watch?v=wjZofJX0v4M
Breaking down how Large Language Models work, visualizing how data flows through.
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
智能体+
https://learn.microsoft.com/en-us/shows/ai-agents-for-beginners/
In this 10-lesson course we take you from concept to code while covering the fundamentals of building AI agents.
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.
强化学习+
https://cloud.google.com/discover/what-is-reinforcement-learning?hl=en
Reinforcement learning (RL) is a type of machine learning where an "agent" learns optimal behavior through interaction with its environment.
https://huggingface.co/learn/deep-rl-course/unit0/introduction
This course will teach you about Deep Reinforcement Learning from beginner to expert. It’s completely free and open-source!
https://www.kaggle.com/learn/intro-to-game-ai-and-reinforcement-learning
Build your own video game bots, using classic and cutting-edge algorithms.
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/
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.
还有更多 •••
相关职位
实习
1、本科及以上在校生（计算机、电子信息、自动化、人工智能等相关专业)可保证稳定实习时长（3个月及以上）； 2、具备扎实的机器学习（ML）、深度学习基础理论，了解多智能体协同、多模态融合的基本原理； 3
更新于 2026-04-20杭州|上海
校招算法
1.学历背景：2027届应届硕士或博士毕业生，计算机科学、人工智能、自动化、数学等相关专业。在自然语言处理、计算机视觉或多模态方向有研究经验者优先。 2.算法能力：熟悉大模型预训练、微调及推理优化技术
北京
校招算法
1. 教育背景：计算机、人工智能、机器人、自动化、控制、软件工程等相关专业，硕士及以上（2027 届，硕、博均可），具备扎实的机器学习/深度学习与软件工程基础。 2. 大模型与 Agent：熟悉 LL
北京
校招算法
1. 教育背景：计算机、人工智能、机器人、自动化、控制、软件工程等相关专业，硕士及以上（2027 届，硕、博均可），具备扎实的机器学习/深度学习与软件工程基础。 2. 大模型与 Agent：熟悉 LL
上海