快手推荐算法工程师 - 【主站关注页】
社招全职1-3年J0011地点:北京状态:招聘
任职要求
1、熟练使用C++或Java进行开发,熟悉多种编程语言有额外加分; 2、优秀的编码能力和良好的编程风格,扎实的数据结构和算法功底; 3、熟悉机器学习、数据挖掘、分布式系统等领域知识,有推荐算法相关的工作经验; 4、目标导向,数据驱动,具有较强的动手实践能力和开阔的技术视野; 5、良好的逻辑思维能力,善于沟通和思…
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工作职责
1、负责快手主APP、极速版等核心应用中关注页的推荐优化,提升时长、留存等指标; 2、 跟踪业界深度学习/强化学习/迁移学习等领域进展,灵活应用于业务中取得实际收益; 3、基于超大规模机器学习模型,应用先进的检索和排序技术,持续提升关注页推荐质量; 4、改进重排混排等算法,设计合理策略,优化关注页流量分发,提升用户满意度和平台价值; 5、深入理解用户,构建健康活跃的社区生态,维护和增强生产者和消费者之间的社交关系。
包括英文材料
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.
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/
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
分布式系统+
https://www.distributedsystemscourse.com/
The home page of a free online class in distributed systems.
https://www.youtube.com/watch?v=7VbL89mKK3M&list=PLOE1GTZ5ouRPbpTnrZ3Wqjamfwn_Q5Y9A
还有更多 •••