腾讯风控策略工程师
社招全职3年以上电商安全技术地点：深圳状态：招聘
任职要求
1.本科及以上学历，3年以上业务安全相关经验，具备体系化的风控应对能力； 2.了解流量/账号等业务安全问题，包括流量反作弊、账号保护、营销风控、欺诈检测等，熟悉常见黑产手法和产业链者优先； 3.熟悉机器学习相关理论知识，尤其是深度学习/LLM等相关领域，有扎实的实践经验，能结合实际的安全和风控场景，提供针对性的对抗解决方案，并擅长通过数据分析剖析业务问题； 4.熟练掌握C/C++、Java、Python等至少一门编程语言，有较强动手能力。有基于目前常见的机器学习或深度学习框架的实战经验，包括Tensorflow、PyTorch、Keras等；了解Hadoop、Spark、Flink等大数据计算框架中的一个或多个； 5.跨团队沟通能力强，思维敏捷，能拿结果，具备良好的应变能力者优先。
工作职责
1.负责反自动机/反作弊/验证码等流量风控能力建设，并持续运营和保证线上策略效果，维护平台生态健康； 2.负责流量风控场景下的后台策略安全相关数据分析、风控算法、模型建设和解决方案工作，针对具体恶意场景开展对抗工作； 3.通过分析网络流量数据，挖掘海量数据中的恶意行为（如自动机爬虫、虚假流量、异常点击等），分析动机并制定打击策略，并转化为业务认可的价值； 4.关注安全行业前沿研究，跟踪黑灰产的技术演进，洞悉前沿技术创新的动态，持续迭代安全策略。
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.
大模型+
https://www.youtube.com/watch?v=xZDB1naRUlk
You will build projects with LLMs that will enable you to create dynamic interfaces, interact with vast amounts of text data, and even empower LLMs with the capability to browse the internet for research papers.
https://www.youtube.com/watch?v=zjkBMFhNj_g
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
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
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.
TensorFlow+
https://www.youtube.com/watch?v=tpCFfeUEGs8
Ready to learn the fundamentals of TensorFlow and deep learning with Python? Well, you’ve come to the right place.
https://www.youtube.com/watch?v=ZUKz4125WNI
This part continues right where part one left off so get that Google Colab window open and get ready to write plenty more TensorFlow code.
PyTorch+
https://datawhalechina.github.io/thorough-pytorch/
PyTorch是利用深度学习进行数据科学研究的重要工具，在灵活性、可读性和性能上都具备相当的优势，近年来已成为学术界实现深度学习算法最常用的框架。
https://www.youtube.com/watch?v=V_xro1bcAuA
Learn PyTorch for deep learning in this comprehensive course for beginners. PyTorch is a machine learning framework written in Python.
Keras+
https://keras.io/getting_started/intro_to_keras_for_engineers/
Keras 3 is a deep learning framework works with TensorFlow, JAX, and PyTorch interchangeably.
Hadoop+
https://www.runoob.com/w3cnote/hadoop-tutorial.html
Hadoop 为庞大的计算机集群提供可靠的、可伸缩的应用层计算和存储支持，它允许使用简单的编程模型跨计算机群集分布式处理大型数据集，并且支持在单台计算机到几千台计算机之间进行扩展。
[英文] Hadoop Tutorial
https://www.tutorialspoint.com/hadoop/index.htm
Hadoop is an open-source framework that allows to store and process big data in a distributed environment across clusters of computers using simple programming models.
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.
Flink+
https://nightlies.apache.org/flink/flink-docs-release-2.0/docs/learn-flink/overview/
This training presents an introduction to Apache Flink that includes just enough to get you started writing scalable streaming ETL, analytics, and event-driven applications, while leaving out a lot of (ultimately important) details.
https://www.youtube.com/watch?v=WajYe9iA2Uk&list=PLa7VYi0yPIH2GTo3vRtX8w9tgNTTyYSux
Today’s businesses are increasingly software-defined, and their business processes are being automated. Whether it’s orders and shipments, or downloads and clicks, business events can always be streamed. Flink can be used to manipulate, process, and react to these streaming events as they occur.
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.
相关职位
社招3-5年D12927
1、通过算法设计和大数据分析，洞察风险产生链路及变化路径，挖掘账号行为特征等方式，负责建立电商场景中各主体(商家，商品，主播，买家等)的风险画像和风险分层模型，从数据的角度识别平台风险; 2、建设全链路风险监控体系和识别能力，设计开发风控策略，主动识别潜在风险，并根据业务和风险的变化，随时调整风控规则，模型和策略; 3、与业务团队紧密配合，结合业务策略，平衡业务发展和风险防控，制定最优的风险策略，为业务的快速健康发展提供风控保障； 4、与经营分析、数仓开发、产品等部门协作，推动各类专项工作的进行。
更新于 2025-10-15
社招1-3年D7230
1、负责电商领域下风险感知和策略对抗； 2、运用各类分析方法对业务日志、用户行为数据进行分析与抽象，制定有效的识别策略和算法； 3、建立完善的异常指标监控体系，快速发现及定位疑似风险内容和行为； 4、完成各类策略实现，并持续完善与优化。
更新于 2025-09-28
社招3年以上技术
1. 负责阅文集团风控平台的用户风控策略的需求对接、开发、落地与维护； 2. 协助业务部门与产品一起，抽取用户的各种行为画像数据，构建风控模型策略，提升风控能力，降低业务场景整体风险；
更新于 2025-06-16
社招5年以上业务安全-二部技
1.基于历史数据和专家经验，进行数据分析和特征挖掘，设计针对海外业务场景的欺诈、盗用、作弊等风险的安全策略且持续优化； 2.负责海外多个场景如电商拒付欺诈、web3、游戏、支付等场景的策略冷启动风控方案设计与优化，构建不同行业的通用策略，支持产品标准化落地和可复制化； 3.与产品、技术团队深度合作，承担部分技术运营相关工作，与售前团队合作，解答客户的风控问题，确保企业客户满意度。
更新于 2025-08-19