美团智能风控研发工程师
社招全职5年以上软硬件服务-无人车业务部地点:北京状态:招聘
任职要求
教育背景:本科及以上学历,计算机科学、软件工程、信息安全等相关专业。 工作经验:5年以上开发经验,有互联网风控/反欺诈/反作弊系统建设经验优先。 精通至少两种开发语言(Java/C/C++/Python等),具备扎实的编码功底,具备独立完成复杂模块开发的能力。 较好的数据结构和算法基础,对计算机理论基础就较好的理解。 了解使用过SpingBoot/MySQL/Redis/Kafka等常用业务框架,参与过2-3个复杂商业化平台项目。 对AI 工程有一定的认知和实践,熟悉大模…
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工作职责
深入业务场景,设计并完成风控策略的工程化落地。包含账号安全、虚假拉新、虚假拜访、商/bd 画像等风险能力建设。 参与风控系统模块设计和研发,构建规则化风控引擎 + agent智能体风控平台。 负责业务平台实时性、工程稳定性和安全性的保障和持续性迭代。 跨团队的风控规则沟通和风控态势运营,构建良好的跨团队协作关系。 推动风控能力从规则驱动向 AI 驱动演进,探索将 AI Agent 引入风险分析、异常行为识别、自动化对抗决策等核心环节。
包括英文材料
学历+
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.
C+
https://www.freecodecamp.org/chinese/news/the-c-beginners-handbook/
本手册遵循二八定律。你将在 20% 的时间内学习 80% 的 C 编程语言。
https://www.youtube.com/watch?v=87SH2Cn0s9A
https://www.youtube.com/watch?v=KJgsSFOSQv0
This course will give you a full introduction into all of the core concepts in the C programming language.
https://www.youtube.com/watch?v=PaPN51Mm5qQ
In this complete C programming course, Dr. Charles Severance (aka Dr. Chuck) will help you understand computer architecture and low-level programming with the help of the classic C Programming language book written by Brian Kernighan and Dennis Ritchie.
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
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/
还有更多 •••