快手风控策略算法工程师-【业务安全】
社招全职5年以上D13865地点:北京状态:招聘
包括英文材料
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.
SQL+
https://liaoxuefeng.com/books/sql/introduction/index.html
什么是SQL?简单地说,SQL就是访问和处理关系数据库的计算机标准语言。
https://sqlbolt.com/
Learn SQL with simple, interactive exercises.
https://www.youtube.com/watch?v=p3qvj9hO_Bo
In this video we will cover everything you need to know about SQL in only 60 minutes.
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
数据分析+
[英文] Data Analyst Roadmap
https://roadmap.sh/data-analyst
Step by step guide to becoming an Data Analyst in 2025
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/
相关职位
社招5-10年D7231
1、深入理解快手业务逻辑,运用数据挖掘、机器学习、深度学习等技术,构建风控策略体系,提升风险管理水平,为业务保驾护航; 2、基于风控数据体系,挖掘多维度特征(包括并不限于:用户、IP、设备等)、构建用户画像和用户质量等级,应用于业务反欺诈、渠道反作弊等业务安全领域; 3、基于各种关系网络数据,运用图挖掘算法,挖掘用户设备关联度、亲密度等特征,构建风险感知和异常团伙挖掘能力; 4、深入探索业务数据,创新性的思考和发现问题,并提出有效解决方案。
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社招3年以上D7230
1、深入理解快手电商业务,制定合理的风控策略架构,保障平台权益及评价公平性,防控资损风险; 2、独立负责电商某个场景的风控,建立合理的监控指标体系,完善风险发现机制; 3、通过数据分析等手段,深入挖掘作弊链路,推进风控模型和策略快速落地和迭代,保障风控模型的准确和健壮性; 4、与其他相关团队紧密配合,全面拆解潜在风险和业务影响,推动建设全场景的权益风控体系。
更新于 2025-07-16