
商汤26届AI领航员-SCG-AI全栈工程师
校招全职后端开发地点:上海 | 深圳 | 武汉状态:招聘
任职要求
1. 计算机科学、软件工程、人工智能、电子通信相关专业本科及以上学历。 2. 掌握至少一种后端开发语言,如Go、Python、C、C++、Java等,具备良好的编码能力和习惯。 3. 有Docker,Kubernetes等容器化和集群化技术经验者优先。 4. 了解大模型的底层工作原理、有模型推理、finetune、rag、agent开发经验者优先。 5. 有分布式系统开发经验,或DevOps经验者优先。 6. 具有良好的沟通和团队合作能力,对新技术有强烈的好奇心和学习能力。
工作职责
1. 设计、开发和维护大模型应用系统,确保系统的高可用性、稳定性和可扩展性。 2. 开发业务智能体,迭代和优化垂直领域业务应用。 3. 负责大模型应用的国产化适配,以及开发通用框架。 4. 维护产品的上线和运行稳定,及时解决客户现场的技术问题。 5. 跟踪大模型技术发展和应用趋势,结合产品需求进行业务创新。
包括英文材料
学历+
后端开发+
https://www.youtube.com/watch?v=tN6oJu2DqCM&list=PLWKjhJtqVAbn21gs5UnLhCQ82f923WCgM
Learn what technologies you should learn first to become a back end web developer.
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。
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.
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.
Docker+
https://www.youtube.com/watch?v=GFgJkfScVNU
Master Docker in one course; learn about images and containers on Docker Hub, running multiple containers with Docker Compose, automating workflows with Docker Compose Watch, and much more. 🐳
https://www.youtube.com/watch?v=kTp5xUtcalw
Learn how to use Docker and Kubernetes in this complete hand-on course for beginners.
Kubernetes+
https://kubernetes.io/docs/tutorials/kubernetes-basics/
This tutorial provides a walkthrough of the basics of the Kubernetes cluster orchestration system.
https://kubernetes.io/zh-cn/docs/tutorials/kubernetes-basics/
本教程介绍 Kubernetes 集群编排系统的基础知识。每个模块包含关于 Kubernetes 主要特性和概念的一些背景信息,还包括一个在线教程供你学习。
https://www.youtube.com/watch?v=s_o8dwzRlu4
Hands-On Kubernetes Tutorial | Learn Kubernetes in 1 Hour - Kubernetes Course for Beginners
https://www.youtube.com/watch?v=X48VuDVv0do
Full Kubernetes Tutorial | Kubernetes Course | Hands-on course with a lot of demos
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
RAG+
https://www.youtube.com/watch?v=sVcwVQRHIc8
Learn how to implement RAG (Retrieval Augmented Generation) from scratch, straight from a LangChain software engineer.
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.
分布式系统+
https://www.distributedsystemscourse.com/
The home page of a free online class in distributed systems.
https://www.youtube.com/watch?v=7VbL89mKK3M&list=PLOE1GTZ5ouRPbpTnrZ3Wqjamfwn_Q5Y9A
DevOps+
https://roadmap.sh/devops
Step by step guide for DevOps, SRE or any other Operations Role in 2025
https://zhuanlan.zhihu.com/p/562036793
DevOps中的Dev指的是Development(开发),Ops指的是Operations(运维),用一句话来说,DevOps就是打通开发运维的壁垒,实现开发运维一体化。
相关职位

校招交付运维
1.参与公司软件系统的实施交付,包括安装部署、系统配置、客户培训与现场支持; 2.协助客户完成系统上线前的测试、数据准备、问题处理等任务; 3.与研发团队协作,推动问题闭环,确保项目按时交付; 4.支持售前技术交流和客户沟通,为项目交付提供技术支撑; 5.根据项目需求,配合出差至客户现场,提供技术服务。
更新于 2025-07-28

校招后端开发
1、参与公司核心业务系统的设计、开发、测试与维护; 2、根据项目需求进行模块开发与编码实现,保证代码质量; 3、配合项目经理和交付工程师解决客户现场出现的系统问题; 4、参与编写项目开发相关文档(如设计说明书、版本说明、部署手册); 5、关注行业新技术发展,参与推动系统架构和代码的优化; 6、与团队成员协作完成项目系统迭代和版本升级。
更新于 2025-07-25

校招后端开发
1. 参与部门视图相关的大数据平台开发工作,包括基于视图的聚类技术、视图数据ETL等业务开发; 2. 参与平台产品组件的需求评审,方案设计,代码编写,单元测试,组件维护; 3. 参与重大交付项目的实施以及故障解决;
更新于 2025-08-21