MiniMax大模型数据开发实习生
实习兼职地点：北京 | 上海状态：招聘♡ 收藏
工作描述
MiniMax 致力于构建下一代通用人工智能模型，覆盖文本、图像、视频、语音等多模态方向。数据是模型能力演进的核心基础，我们正在建设新一代 AI Data Infra 平台，支撑预训练、后训练、评测及模型迭代全过程。 你将与数据工程师和算法团队一起，参与海量多模态数据处理与平台研发，让数据更高效地服务模型训练。 你将参与： 1. 大模型数据 Pipeline 开发：参与文本、图像、视频、语音等数据的解析、清洗、过滤、去重与质量评估，支持预训练及 SFT、Preference Data 等后训练数据生产。 2. 分布式数据处理与优化：基于 Ray、Spark 等框架开发数据处理任务，参与 CPU…
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包括英文材料
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
SFT+
https://cameronrwolfe.substack.com/p/understanding-and-using-supervised
Understanding how SFT works from the idea to a working implementation...
Ray+
https://github.com/ray-project/ray
Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
https://www.youtube.com/watch?v=FhXfEXUUQp0
In this video, I'll teach you everything you need to know about Apache Ray!
https://www.youtube.com/watch?v=fMiAyj2kgac
Using powerful machine learning algorithms is easy using Ray.io and Python.
https://www.youtube.com/watch?v=q_aTbb7XeL4
Parallel and Distributed computing sounds scary until you try this fantastic Python library.
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.
SDK+
https://www.ibm.com/think/topics/api-vs-sdk
Learn about software development kits (SDKs) and application programming interfaces (APIs) and how they improve both software development cycles and the end-user experience (UX).
https://www.redhat.com/zh-cn/topics/cloud-native-apps/what-is-SDK
软件开发套件（SDK）是通常由硬件平台、操作系统（OS）或编程语言的制造商提供的一套工具。
数据结构+
https://www.youtube.com/watch?v=8hly31xKli0
In this course you will learn about algorithms and data structures, two of the fundamental topics in computer science.
https://www.youtube.com/watch?v=B31LgI4Y4DQ
Learn about data structures in this comprehensive course. We will be implementing these data structures in C or C++.
https://www.youtube.com/watch?v=CBYHwZcbD-s
Data Structures and Algorithms full course tutorial java
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。
还有更多 •••
相关职位
实习核心本地商业-美
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更新于 2025-12-05北京
社招3-5年J0011
1、本科及以上学历，计算机科学、数据科学、电子信息、自动化等相关专业优先； 2、具备较强的自驱力和快速学习能力，拥有严谨的问题分析与解决能力，良好的跨团队沟通协作意识； 3、熟练掌握 Python/C
更新于 2026-06-09北京
社招3年以上程序&技术类
1.3年及以上数据工程或AI基础设施方向的工作经验，本科及以上学历，计算机或相关专业背景优先； 2.3年以上分布式系统研发或基础架构经验，熟练掌握 C/C++/Python，具备扎实的编程和系
上海
社招3年以上
1.2年及以上大模型训练及评测数据建设相关项目经验； 2.统计、数学、计算机，大数据相关专业优先，至少3年以上数仓/数据开发工作经验； 3.熟练掌握Hadoop/Flink/Spark等大数据体系，具
更新于 2026-04-07杭州