腾讯安全技术-风控算法方向
校招全职应届实习地点：深圳 | 北京 | 广州状态：招聘
工作描述
任职要求 1、包括但不限于计算机科学与技术、软件工程、人工智能、信息安全、模式识别、数据科学等相关专业本科及以上学历； 2、扎实的数据分析、机器学习、深度学习理论基础，熟练进行特征工程、模型训练、评估与优化；有大模型（LLM）、图神经网络、强化学习等应用经验者优先； 3、熟练掌握Python编程语言，熟悉SQL、Spark、Hive等大数据处理工具，了解TensorFlow、PyTorch等至少一种主流深度学习框架； 4、具备较强的业务理解能…
登录查看完整工作描述
微信扫码，1秒登录
包括英文材料
模式识别+
https://www.mathworks.com/discovery/pattern-recognition.html
Pattern recognition is the process of classifying input data into objects, classes, or categories using computer algorithms based on key features or regularities.
https://www.microsoft.com/en-us/research/wp-content/uploads/2006/01/Bishop-Pattern-Recognition-and-Machine-Learning-2006.pdf
Pattern recognition has its origins in engineering, whereas machine learning grew out of computer science.
数据科学+
https://roadmap.sh/ai-data-scientist
Step by step roadmap guide to becoming an AI and Data Scientist
学历+
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
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.
特征工程+
https://www.ibm.com/think/topics/feature-engineering
Feature engineering preprocesses raw data into a machine-readable format. It optimizes ML model performance by transforming and selecting relevant features.
https://www.kaggle.com/learn/feature-engineering
Better features make better models. Discover how to get the most out of your data.
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
强化学习+
https://cloud.google.com/discover/what-is-reinforcement-learning?hl=en
Reinforcement learning (RL) is a type of machine learning where an "agent" learns optimal behavior through interaction with its environment.
https://huggingface.co/learn/deep-rl-course/unit0/introduction
This course will teach you about Deep Reinforcement Learning from beginner to expert. It’s completely free and open-source!
https://www.kaggle.com/learn/intro-to-game-ai-and-reinforcement-learning
Build your own video game bots, using classic and cutting-edge algorithms.
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.
还有更多 •••
相关职位
校招应届毕业生
1、包括但不限于计算机科学与技术、软件工程、人工智能、信息安全、模式识别、数据科学等相关专业本科及以上学历； 2、扎实的数据分析、机器学习、深度学习理论基础，熟练进行特征工程、模型训练、评估与优化；有
深圳|北京|上海
校招日常实习
1、包括但不限于计算机科学与技术、软件工程、人工智能、信息安全、模式识别、数据科学等相关专业本科及以上学历； 2、扎实的数据分析、机器学习、深度学习理论基础，熟练进行特征工程、模型训练、评估与优化；有
广州
校招安全技术类
1、2026届毕业生，本科及以上学历，计算机及其相关专业 2、熟练掌握Java，有扎实的编程功底，具备良好的编码规范，熟悉面向对象和数据结构 3、了解主流后端技术栈 ，具备良好的逻辑思维和表达能力 4
更新于 2026-03-12北京
社招2年以上A157868
1、具备2年以上技术研发领域项目管理/研发/产品等相关经验，较强的项目交付专业能力； 2、有较高的责任心，积极乐观，不设边界； 3、优秀的逻辑思维与分析能力； 4、沟通能力强，能够和全球团队进行相对流
更新于 2026-08-10北京