快手推荐算法工程师
校招全职J1005地点：北京状态：招聘
工作描述
任职要求 1、硕士及以上学历，计算机、数学或统计学相关专业； 2、熟悉Linux、C++、Java或Python，优秀的编码能力，扎实的数据结构和算法功底； 3、具有推荐系统、机器学习、数据挖掘或者自然语言理解等相关领域知识； 4、善于阅读文献，快速学习，具备优秀的分析和解决问题的能力，良好的沟通协作能力。 加分项： 1、有推荐系统、机器学习、信息检索、自然语言理解、计算广告学及算法博弈论相关领域研究或实习经验； 2、有实际线上的高并发架构…
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+
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
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.
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.
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/
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.
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
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.
还有更多 •••
相关职位
社招5年以上
1、本科以上学历，计算机相关专业，5年以上相关工作经验； 2、熟练掌握使用Python、C++语言，有扎实的机器学习理论基础； 3、熟悉矩阵分解、GBDT、LTR、Word2Vec、CRF、LSTM等
更新于 2025-07-24长沙|深圳
社招3年以上核心本地商业-点
1.硕士研究生及以上学历，计算机、数学、统计学等相关专业背景； 2.两年以上推荐算法工程师相关工作经验，有丰富的推荐系统开发经验； 3.精通常用的推荐算法和数据挖掘技术，如协同过滤、深度学习等； 4.
更新于 2025-12-02北京
校招付费阅读 & 增
1、计算机及相关专业，本科及以上学历； 2、具备丰富的搜推广工作经验，熟悉业界大规模深度学习模型在推荐系统的应用和优化； 3、具备优秀的编码能力，熟悉c++/pyhton/scala等一种或多种语言，
更新于 2025-12-03北京
社招3-5年策略算法
1.计算机、数学、统计学等相关专业本科及以上学历（硕士优先） 2.熟悉 Python/C++，掌握 TensorFlow/PyTorch 等深度学习框架，具备扎实的数据结构与算法基础 3.在推荐、搜索
更新于 2026-06-09北京|上海