
MiniMax系统研发实习生—AI Infra(工单智能化方向)
实习兼职后端开发地点:上海状态:招聘
工作描述
加入 AI 基础设施团队,你将在导师指导下参与工单系统的迁移、建设与智能化升级,并逐步承担系统的日常研发和维护工作。 1、工单迁移与数据治理: 参与历史工单及相关流程从旧系统向新系统迁移,完成数据清洗、字段映射、校验、回滚方案和迁移工具开发,保障数据完整性与业务连续性; 2、工单系统建设: 参与工单系统前后端功能、流程引擎、权限、通知及数据看板等模块的开发、测试、上线和维护,持续改善稳定性与使用体验; 3、工单智能化: 基于历史和新增工单,参与数据集构建、知识整理、模型评测,并探索小模型、RAG 或 Agent 在工单分类、摘要、分派、相似案例检索、解决方案推荐和自动跟进等场景的应用; 4、工作流优化: 分析工单流转数据和实际处理过程,识别重复操作与效率瓶颈,将有效方案沉淀为可配置、可观测、可持续迭代的自动化工作流; 5、系统长期负责: 在导师和团队支持下,逐步负责工单系统的需求对接、技术方案、开发交付、监控告警、问题排查和文档沉淀,建立对系统全生命周期的理解; 6、跨团队协作: 与算法、调度、运维及其他基础设施团队协作,理解 AI Infr…
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包括英文材料
数据治理+
https://www.ibm.com/think/topics/data-governance
Data governance is the data management discipline that focuses on the quality, security and availability of an organization’s data.
https://www.youtube.com/watch?v=uPsUjKLHLAg
Building data fabric eliminates the technological complexities of data governance so users can connect to the right data at the right time, regardless of where it resides.
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.
算法+
https://roadmap.sh/datastructures-and-algorithms
Step by step guide to learn Data Structures and Algorithms in 2025
https://www.hellointerview.com/learn/code
A visual guide to the most important patterns and approaches for the coding interview.
https://www.w3schools.com/dsa/
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
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.
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.
微服务+
https://learn.microsoft.com/en-us/training/modules/dotnet-microservices/
Microservice applications are composed of small, independently versioned, and scalable customer-focused services that communicate with each other by using standard protocols and well-defined interfaces.
https://microservices.io/
Microservices - also known as the microservice architecture - is an architectural style that structures an application as a collection of two or more services.
https://spring.io/microservices
Building small, self-contained, ready to run applications can bring great flexibility and added resilience to your code.
https://www.ibm.com/think/topics/microservices
Microservices, or microservices architecture, is a cloud-native architectural approach in which a single application is composed of many loosely coupled and independently deployable smaller components or services.
https://www.youtube.com/watch?v=CqCDOosvZIk
https://www.youtube.com/watch?v=hmkF77F9TLw
Learn about software system design and microservices.
数据科学+
https://roadmap.sh/ai-data-scientist
Step by step roadmap guide to becoming an AI and Data Scientist
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