OPPOAIGC后台开发工程师
社招全职2-12年SOFTWARE地点:深圳状态:招聘
任职要求
1. 喜欢探索,熟悉各类 AI 工具(编程、文档、多媒体助手等),拥有较强的学习适应能力; 2. 计算机及相关专业本科以上学历,4 年以上后端、1 年以上 AIGC 工具/后台服务开发经验; 3. 熟悉 LangChain、LangGraph、Dify 等 AI 工具的使用,有生产智能体维护经验; 4. 熟练掌握 Python,有 Celery、FastAPI 项目经验,了解 JavaScript、TypeScript,有一定前端项目经验; 5. 熟悉 Linux 下的开发工作,数据、网络等计算机基础扎实,具备常见异常定位及问题分析能力; 6. 熟悉 Redis、Kafka、Elasticsearch 等常见中间件的使用,对其工作原理有一定理解。
工作职责
1. 负责 AIGC/LLM 在研发 DevOps 领域各场景的工程化、平台化落地工作; 2. 对现有系统的方案设计、性能瓶颈进行优化改进, 承担关键技术攻关; 3. 持续关注前沿技术,针对新的业务场景和挑战,能引入新的技术方案并落地实施。
包括英文材料
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
Bash+
[英文] The Bash Guide
https://guide.bash.academy/
A quality-driven guide through the shell's many features.
https://www.youtube.com/watch?v=tK9Oc6AEnR4
Understanding how to use bash scripting will enhance your productivity by automating tasks, streamlining processes, and making your workflow more efficient.
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.
脚本+
[英文] Scripting language
https://en.wikipedia.org/wiki/Scripting_language
https://zhuanlan.zhihu.com/p/571097954
一个脚本通常是解释执行而非编译。脚本语言通常都有简单、易学、易用的特性,目的就是希望能让程序员快速完成程序的编写工作。
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。
Git+
https://www.youtube.com/watch?v=rH3zE7VlIMs
Learn Git from start to finished in this full course written by ThePrimeagen.
学历+
LangChain+
https://python.langchain.com/docs/tutorials/
New to LangChain or LLM app development in general? Read this material to quickly get up and running building your first applications.
https://www.freecodecamp.org/news/beginners-guide-to-langchain/
LangChain is a popular framework for creating LLM-powered apps.
智能体+
https://learn.microsoft.com/en-us/shows/ai-agents-for-beginners/
In this 10-lesson course we take you from concept to code while covering the fundamentals of building AI agents.
https://www.ibm.com/think/ai-agents
Your one-stop resource for gaining in-depth knowledge and hands-on applications of AI agents.
Celery+
https://docs.celeryq.dev/en/stable/getting-started/first-steps-with-celery.html
Celery is a task queue with batteries included.
https://lip17.medium.com/hands-on-learn-python-celery-in-30-minutes-9544aabb70b1
As someone totally new to Celery (and Python), I spent several days on it and here I want to share what I learned with hands on experiment in the shortest length.
https://realpython.com/videos/python-celery-basics/
Creating Asynchronous Tasks With Celery and Django
https://www.youtube.com/watch?v=VRHVEporra0
Learn how to use Celery in Python to run background tasks.
FastAPI+
https://fastapi.tiangolo.com/tutorial/
This tutorial shows you how to use FastAPI with most of its features, step by step.
https://realpython.com/get-started-with-fastapi/
FastAPI is a web framework for building APIs with Python.
https://www.youtube.com/watch?v=rvFsGRvj9jo
This video today is a crash course, where we will go through the basics of FastAPI.
JavaScript+
https://developer.mozilla.org/zh-CN/docs/Learn_web_development/Core/Scripting
[英文] Learn JavaScript
https://learnjavascript.online/
The easiest way to learn & practice modern JavaScript
[英文] Learn JavaScript
https://web.dev/learn/javascript
https://www.youtube.com/watch?v=zuKbR4Q428o
Write bulletproof JavaScript code with unit testing!
TypeScript+
https://www.youtube.com/watch?v=JHEB7RhJG1Y
Master TypeScript from basics to advanced concepts through hands-on tutorials covering type annotations, generics, data fetching, Zod library, and more, with practical challenges for effective real-world application.
Redis+
[英文] Developer Hub
https://redis.io/dev/
Get all the tutorials, learning paths, and more you need to start building—fast.
https://www.runoob.com/redis/redis-tutorial.html
REmote DIctionary Server(Redis) 是一个由 Salvatore Sanfilippo 写的 key-value 存储系统,是跨平台的非关系型数据库。
https://www.youtube.com/watch?v=jgpVdJB2sKQ
In this video I will be covering Redis in depth from how to install it, what commands you can use, all the way to how to use it in a real world project.
Kafka+
https://developer.confluent.io/what-is-apache-kafka/
https://www.youtube.com/watch?v=CU44hKLMg7k
https://www.youtube.com/watch?v=j4bqyAMMb7o&list=PLa7VYi0yPIH0KbnJQcMv5N9iW8HkZHztH
In this Apache Kafka fundamentals course, we introduce you to the basic Apache Kafka elements and APIs, as well as the broader Kafka ecosystem.
ElasticSearch+
https://www.youtube.com/watch?v=a4HBKEda_F8
Learn about Elasticsearch with this comprehensive course designed for beginners, featuring both theoretical concepts and hands-on applications using Python (though applicable to any programming language). The course is structured in two parts: first covering essential Elasticsearch fundamentals including index management, document storage, text analysis, pipeline creation, search functionality, and advanced features like semantic search and embeddings; followed by a practical section where you'll build a real-world website using Elasticsearch as a search engine, working with the Astronomy Picture of the Day (APOD) dataset to implement features such as data cleaning pipelines, tokenization, pagination, and aggregations.
中间件+
https://www.youtube.com/watch?v=1oWPUpMheGk
相关职位
社招2年以上Aivatar_
1.负责AIGC相关业务系统的开发与维护,快速定位并解决线上问题; 2.解答AIGC业务相关问题,整理数据报表,有效对接业务和产品团队梳理需求; 3.协同项目外包团队,完成系统的建设、测试及部署上线等全流程工作; 4.开发和维护构建、发布、报表等自动化流水线; 5.构建强化学习训练与推理平台,提升系统性能。
更新于 2025-10-17
社招2年以上游戏技术
1.负责AIGC/LLM后台服务架构、运营体系建设; 2.负责AIGC领域相关算法的工程化、平台化工作,结合模型算法在各应用场景下完成落地; 3.参与AIGC/LLM后台工程架构和性能优化工作。
更新于 2025-09-22
社招3年以上元宝技术
1、负责元宝AIGC应用(如文本生成、图像生成、音视频对话)的后台系统架构设计与开发,支撑高并发、低延迟的AI应用服务; 2、基于LLM大模型能力场景,推进建设AIGC平台研发落地,支持插件接入&管理、数据飞轮pipeline等平台能力,为AI Agent的研发上线提升效率和质量; 3、负责解决平台和服务在高并发场景下的性能优化,问题定位&解决,保障服务SLA。
更新于 2025-10-14