知乎AI算法实习生(27届)
实习兼职智能算法部地点:北京状态:招聘
任职要求
1. 学历与经验:2025届~2026届计算机、数学、统计学、电子工程等相关专业硕士或博士研究生,具备算法相关实习经验者优先(实习时间不少于3个月,可尽快到岗者优先)。 2. 技术兴趣与方向:对人工智能前沿技术有强烈兴趣,尤其是大语言模型、多模态学习、机器学习、数据挖掘等领域,有相关项目或研究经验者优先。 3. 论文阅读与实现能力:具备较强的论文阅读和复现能力,能够快速理解并实现State-of-the-Art算法。 4. 数学与算法基础:扎实的数学基础,熟悉线性代数、概率论、数值优化、最优化方法等;具备良好的算法和数据结构基础。 5. 编程与工程能力:熟练掌握至少一门主流编程语言(如Python/C++/Java/Golang),有良好的代码实现和调试能力;熟悉Linux开发环境。 6. 大数据与分布式计算:对Hadoop、Spark等分布式计算框…
登录查看完整任职要求
微信扫码,1秒登录
工作职责
1. 参与知乎核心业务中的AI算法研发与优化,包括但不限于AI搜索、内容理解、智能推荐、搜索排序、多模态内容生成等场景。 2. 探索大模型(LLM)及多模态大模型(VLM)在知乎业务中的应用,推动模型创新与落地。 3. 深入研究和实现前沿论文中的算法,结合业务需求进行迭代优化,提升模型效果与性能。 4. 与产品、工程团队紧密协作,推动AI技术在知乎生态中的规模化应用,赋能业务增长与用户体验提升。
包括英文材料
学历+
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/
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.
数据挖掘+
https://www.youtube.com/watch?v=-bSkREem8dM
Database vs Data Warehouse vs Data Lake
https://www.youtube.com/watch?v=7rs0i-9nOjo
数据结构+
https://www.youtube.com/watch?v=8hly31xKli0
In this course you will learn about algorithms and data structures, two of the fundamental topics in computer science.
https://www.youtube.com/watch?v=B31LgI4Y4DQ
Learn about data structures in this comprehensive course. We will be implementing these data structures in C or C++.
https://www.youtube.com/watch?v=CBYHwZcbD-s
Data Structures and Algorithms full course tutorial java
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
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.
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。
Linux+
https://ryanstutorials.net/linuxtutorial/
Ok, so you want to learn how to use the Bash command line interface (terminal) on Unix/Linux.
https://ubuntu.com/tutorials/command-line-for-beginners
The Linux command line is a text interface to your computer.
https://www.youtube.com/watch?v=6WatcfENsOU
In this Linux crash course, you will learn the fundamental skills and tools you need to become a proficient Linux system administrator.
https://www.youtube.com/watch?v=v392lEyM29A
Never fear the command line again, make it fear you.
https://www.youtube.com/watch?v=ZtqBQ68cfJc
大数据+
https://www.youtube.com/watch?v=bAyrObl7TYE
https://www.youtube.com/watch?v=H4bf_uuMC-g
With all this talk of Big Data, we got Rebecca Tickle to explain just what makes data into Big Data.
Hadoop+
https://www.runoob.com/w3cnote/hadoop-tutorial.html
Hadoop 为庞大的计算机集群提供可靠的、可伸缩的应用层计算和存储支持,它允许使用简单的编程模型跨计算机群集分布式处理大型数据集,并且支持在单台计算机到几千台计算机之间进行扩展。
[英文] Hadoop Tutorial
https://www.tutorialspoint.com/hadoop/index.htm
Hadoop is an open-source framework that allows to store and process big data in a distributed environment across clusters of computers using simple programming models.
还有更多 •••
相关职位

实习技术支持类
1、面向AI生成领域,将学术探索与技术应用紧密结合,驱动算法在游戏领域的落地(不限于多模态生成和理解,Agent,RAG,强化学习,反外挂/风控等); 2、与AI团队一同探索AI领域最新学术进展,提出创新性想法,提升算法在复杂应用中的表现; 3、负责现有系统/大模型评估优化,保证在游戏内或者游戏开发中的落地性能与实际效果。
上海
实习策略算法
1、负责搜索广告 AI 检索技术研发,将多模态大模型落地于语义检索、生成式推荐、端到端召回等无关键词召回技术中,促进 LLM、Agent 等技术在搜索广告业务中用户洞察、投放标的理解、动态创意等方面的落地; 2、负责搜索广告 AI 匹配技术研发,通过最新的生成式 AI 等技术升级广告匹配链路,重构意图理解、需求匹配、转化预估能力,探索多模态大模型、Agent、排序大模型等技术在用户需求匹配方面的应用。
更新于 2026-06-30北京|上海
实习
1. 负责各类多模态大模型的预训练,微调和部署,并应用于实际业务中; 2. 探索知识增强技术,通过个人数据提升个性化模型的语言理解和生成能力; 3. 融合多模态数据,攻关具备自主观察环境和推断用户需求的意图决策大模型; 4. 搭建基于端侧VLM的屏幕理解能力,实现具备泛场景能力的GUI Agent; 5. 探索机器学习领域的新技术,探索与其他领域的技术融合。并撰写相关论文,专利。
更新于 2026-06-09北京