美团安全工程师
校招全职核心本地商业-基础研发平台地点:北京状态:招聘
工作描述
任职要求 【岗位要求】 1. 信息安全、计算机科学、人工智能、统计学、数学等相关学历及专业背景; 2. 熟悉主流网络攻防技术和原理; 3. 至少熟悉Python、Java、Go中的一门语言,有过实际开发实践; 4. 熟悉业界安全攻防动态,追踪最新安全漏洞,能够分析漏洞原理并实现PoC编写; 5. 能够无障碍阅读英文技术文献; 6. 逻辑清晰、表达能力强,有良好的团队合作精神和主动沟通意识; 7. 具备AI/大模型基础能力:了解Transformer架构原理,能使用大模型辅助安全分析(如利用LLM进行代码审计、日志分析、威胁情报提取)或具备Prompt Engineering实践经验。 具备以下经验者优先 1. 有大型互联网企业安全实习经验; 2. 发表过有深度的安全技术文章或独立挖掘过知名开源应用/大型厂商高危漏洞; 3. 有大型CTF比赛(DEFCON、XCTF等)获奖经历; 4. 有AI安全相关研究或实践经验(如大模型越狱攻防、对抗样本生成、AI Agent安全评测、AIGC检测等); 5. 有使用大模型辅助漏洞挖掘、自动化渗透测试、智能Fuzzing等AI+安全交叉实践经验; 6. 有大数据分析相关经验,了解Hadoop、Spark等大规模数据处理平台; 7. 在安全或AI方向顶级会议(如CCS、S&P、USENIXSecurity、NeurIPS、ICML等)发表过文章…
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包括英文材料
学历+
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.
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.
Go+
https://www.youtube.com/watch?v=8uiZC0l4Ajw
学习Golang的完整教程!从开始到结束不到一个小时,包括如何在Go中构建API的完整演示。没有多余的内容,只有你需要知道的知识。
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
Transformer+
https://huggingface.co/learn/llm-course/en/chapter1/4
Breaking down how Large Language Models work, visualizing how data flows through.
https://poloclub.github.io/transformer-explainer/
An interactive visualization tool showing you how transformer models work in large language models (LLM) like GPT.
https://www.youtube.com/watch?v=wjZofJX0v4M
Breaking down how Large Language Models work, visualizing how data flows through.
Prompt+
https://cloud.google.com/vertex-ai/generative-ai/docs/learn/prompts/introduction-prompt-design
A prompt is a natural language request submitted to a language model to receive a response back.
https://learn.microsoft.com/en-us/azure/ai-foundry/openai/concepts/prompt-engineering
These techniques aren't recommended for reasoning models like gpt-5 and o-series models.
https://www.youtube.com/watch?v=LWiMwhDZ9as
Learn and master the fundamentals of Prompt Engineering and LLMs with this 5-HOUR Prompt Engineering Crash Course!
AI agent+
https://www.ibm.com/think/ai-agents
Your one-stop resource for gaining in-depth knowledge and hands-on applications of AI agents.
AIGC+
https://ui.adsabs.harvard.edu/abs/2023arXiv230406632W/abstract
To address the challenges of digital intelligence in the digital economy, artificial intelligence-generated content (AIGC) has emerged.
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
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.
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