腾讯腾讯云AI网络高级后台开发工程师(深圳/上海)
社招全职3年以上CSIG技术地点:深圳状态:招聘
任职要求
1.本科及以上学习,3年及以上工作经验; 2.掌握公有云各种业务场景与模型,深入理解公有云业务需求,对业务上云方案有较丰富经验; 3.有使用AI大模型有效提升研发效率或解决研发问题经验者优先(如模型SFT,本地部署、接入,知识库管理应用等); 4.思维开阔,对创新性地应用AI大模型提升产品竞争力或研发效率能有可落地的想法和实践; 5.从事云平台系统开发设计,并有主导或深度参与业务容器化基础架构设计的工作经验; 6.熟悉C、Python或Golang等语言,具备扎实编程功底,编写过核心模块代码; 7.熟悉Linux TCP/IP协议栈原理,具备丰富的网络调优排障经验; 8.有nginx、openstack neutron、openvswitch、sdwan、sdn、负载均衡等网络产品或功能开发经验者优先; 9.具有良好的沟通能力和团队意识,具备较好的自我驱动力,勇于接受挑战和拥抱变化,保持持续学习技术的热情,乐于团队合作和技术分享。
工作职责
1.负责腾讯云公网产品控制器和数据面的方案设计及开发工作; 2.负责AI大模型数据采集、模型部署、访问加速等方面涌现的新场景新能力的设计及开发工作; 3.负责AI技术与网络产品(前端/后端)的融合设计与开发,构建智能化的网络运营、运维、交付、排障、及售后系统。
包括英文材料
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
SFT+
https://cameronrwolfe.substack.com/p/understanding-and-using-supervised
Understanding how SFT works from the idea to a working implementation...
系统设计+
https://roadmap.sh/system-design
Everything you need to know about designing large scale systems.
https://www.youtube.com/watch?v=F2FmTdLtb_4
This complete system design tutorial covers scalability, reliability, data handling, and high-level architecture with clear explanations, real-world examples, and practical strategies.
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.
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.
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。
Linux+
https://ryanstutorials.net/linuxtutorial/
Ok, so you want to learn how to use the Bash command line interface (terminal) on Unix/Linux.
https://ubuntu.com/tutorials/command-line-for-beginners
The Linux command line is a text interface to your computer.
https://www.youtube.com/watch?v=6WatcfENsOU
In this Linux crash course, you will learn the fundamental skills and tools you need to become a proficient Linux system administrator.
https://www.youtube.com/watch?v=v392lEyM29A
Never fear the command line again, make it fear you.
https://www.youtube.com/watch?v=ZtqBQ68cfJc
TCP/IP+
[英文] What is TCP/IP?
https://www.techtarget.com/searchnetworking/definition/TCP-IP
TCP/IP stands for Transmission Control Protocol/Internet Protocol and is a suite of communication protocols used to interconnect network devices on the internet.
Nginx+
[英文] Beginner’s Guide
https://nginx.org/en/docs/beginners_guide.html
This guide gives a basic introduction to nginx and describes some simple tasks that can be done with it.
https://www.youtube.com/watch?v=9t9Mp0BGnyI
NGINX is open-source web server software used for reverse proxy, load balancing, and caching. It's important to understand, especially if you are a backend developer.
OpenStack+
https://www.youtube.com/watch?v=_gWfFEuert8
Learn how to use OpenStack and manage your own private cloud.
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