希音资深/高级推荐算法工程师
社招全职信息技术类地点:深圳状态:招聘
任职要求
1、熟悉常用机器学习算法,能够理解算法原理,并有能力研究和优化算法; 2、熟悉python、java、C++、Scala等其中一种编程技…
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工作职责
1、负责电商推荐场景下的算法模型与策略优化,提升用户体验与业务效果; 2、结合公司业务场景和业界技术热点,研究前沿技术在业务场景的落地应用;
包括英文材料
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.
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/
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.
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社招5-10年
1.负责唯品会核心推荐场景(首页Feeds、今日特卖、长尾Feeds、特色栏目/活动会场)的召回/排序/重排算法迭代 2.负责解决推荐模型的关键问题:多场景/多任务,延迟转化,多目标选取/建模/融合,用户超长序列建模 3.负责基于唯品会商业模式/运营玩法,抽象关键问题,设计算法解法,兼顾用户/供应商/平台 三方利益,优化推荐人货匹配 4.负责对各推荐场景、推荐业务设计高效、高算力、成本节省的算法架构;引领重构算法特征工程、模型平台架构,提效算法工程师迭代效率
更新于 2025-09-22广州