小红书增长算法工程师(UG专项)
社招全职3-5年策略算法地点:北京状态:招聘
任职要求
任职资格 1、统招本科及以上学历,1-2年以上工作经验; 2、扎实的机器学习与深度学习基础,熟悉业界主流算法; 3、熟练掌握 Java/C++/Sca…
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工作职责
工作职责(以下任一即可) 1、负责用户增长场景的推荐算法研发(召回/排序/策略),提升推荐系统全链路效率; 2、负责消息PUSH与触达算法,优化推送时机、频次与内容生成,提升用户拉新与活跃; 3、负责广告投放算法,面向新用户/流失用户精准触达,包括多目标学习、价值预估、RTA流量优选、素材优选及广告自投能力建设; 4、探索因果推断、强化学习等方法在用户增长中的应用,搭建通用因果平台,为PUSH、激励等业务场景赋能; 5、基于大模型和用户行为挖掘,构建内容池与画像体系,与产品、运营、BI团队协作推动增长目标落地。
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.
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/
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.
还有更多 •••