小红书风控算法工程师-国际化业务
社招全职3-5年风控算法地点:北京 | 上海 | 杭州 | 新加坡状态:招聘
任职要求
1、本科及硕士或以上学历(计算机、数学、电子信息、统计、大数据、人工智能等相关专业优先); 2、2年以上数据分析、数据挖掘、风控相关工作经验,具备海外互联网公司商业化风控、广告风控、营销风控、交易风控、商户风控等反作弊领域经验者优先 ; 3、编程能力扎实,熟练掌握SQL、Python等语言,具备深厚的数据结构与算法基础、掌握大数据处理技术(hive…
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工作职责
1、负责小红书国际版风控算法能力建设,识别用户/团伙/黑灰产风险,精准打击各类流量作弊等不公平行为,保障社区生态健康发展; 2、深入分析小红书rednote业务数据,结合专家经验与数据洞察,优化识别与防控策略,提升风险感知能力,持续监控效果、快速迭代优化; 3、紧密协同 rednote 治理业务团队,深刻理解业务需求,在保障业务目标达成与用户体验的前提下,设计实施最优化的风险管控策略 ; 4、持续监控 rednote 黑灰产动态及新型作弊手法,进行深度风险分析,提出前瞻性的防控方案,参与构建小红书社区风控/反作弊攻防体系能力建设;
包括英文材料
学历+
大数据+
https://www.youtube.com/watch?v=bAyrObl7TYE
https://www.youtube.com/watch?v=H4bf_uuMC-g
With all this talk of Big Data, we got Rebecca Tickle to explain just what makes data into Big Data.
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
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
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.
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/
Hive+
[英文] Hive Tutorial
https://www.tutorialspoint.com/hive/index.htm
Hive is a data warehouse infrastructure tool to process structured data in Hadoop. It resides on top of Hadoop to summarize Big Data, and makes querying and analyzing easy.
https://www.youtube.com/watch?v=D4HqQ8-Ja9Y
Spark+
[英文] Learning Spark Book
https://pages.databricks.com/rs/094-YMS-629/images/LearningSpark2.0.pdf
This new edition has been updated to reflect Apache Spark’s evolution through Spark 2.x and Spark 3.0, including its expanded ecosystem of built-in and external data sources, machine learning, and streaming technologies with which Spark is tightly integrated.
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