阿里巴巴智能算法产品事业部-广告算法专家-北京
社招全职2年以上地点：北京状态：招聘
工作描述
任职要求 职位要求： 1. 计算机、数学或统计学相关专业硕士及以上学历； 2. 熟练掌握AI协助的计算法程序编写，有扎实的数据结构和算法基础； 3. 具备优秀的分析和解决问题的能力，良好的沟通协作能力； 4. 有大模型、机器学习、强化学习、信息检索、自然语言理解、推荐系统、计算广告学及算法博弈论相关领域研究和实践经验，在以上领域的国际会议(SIGIR、SIGKDD、ICML、NIPS、WSDM、WWW、AAAI、CIKM、ACL、RECSYS)或者期刊上发表过论文者更…
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包括英文材料
学历+
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
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/
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
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.
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.
信息检索+
https://nlp.stanford.edu/IR-book/information-retrieval-book.html
Christopher D. Manning, Prabhakar Raghavan and Hinrich Schütze, Introduction to Information Retrieval, Cambridge University Press. 2008.
推荐系统+
[英文] Recommender Systems
https://www.d2l.ai/chapter_recommender-systems/index.html
Recommender systems are widely employed in industry and are ubiquitous in our daily lives.
SIGIR+
https://sigir.org/
还有更多 •••
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社招1年以上
1. 硕士及以上学历，计算机或相关专业，一年及以上搜推广方向工作经验。 2. 具备优秀的分析和解决问题的能力，擅于沟通，有良好的团队合作精神。 3. 熟悉常用的机器学习算法，对算法原理及应用有较深入
更新于 2026-01-30北京
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社招1年以上
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更新于 2026-03-23北京
社招1年以上
1.推荐/搜索/广告/机器学习相关背景，扎实的算法和数据结构基础，良好的学习能力和沟通能力，对算法驱动数据增长怀有热情； 2.对推荐系统排序和模型有过丰富的实战经验，熟悉业界经典的算法模型； 3.关注
更新于 2026-04-07北京