MiniMaxAi infra 实习生-2028 届
实习兼职后端开发地点：上海 | 北京状态：招聘♡ 收藏
工作描述
- 参与 MiniMax 数据、后训练与评测 Infra 研发，解决海量多模态数据处理、训练实验和模型评测中的系统问题。可结合兴趣和基础，选择一个或多个方向深入。 你将参与的工作 1. 数据平台研发：建设面向模型研发的数据平台，开发数据集、元数据、版本与血缘管理，完善数据检索、质量分析及任务管理能力，支持数据追溯与实验复现。 2. 数据 pipeline 研发：开发多模态数据清洗、去重、质量打分及合成数据 pipeline，基于 Ray、Spark 等框架优化 CPU/GPU 混合任务的调度、吞吐与容错，支持大规模数据生产。 3. 湖仓与引擎研发：参与湖仓存储与查询引擎研发，深入列式存储、索引、查询执行与 I/O 优化，提升海量数据的扫描、过滤和检索效率，优化与 dataloader 的对接。 4. 后训练算法平台研发：围绕 SFT、偏好优化…
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包括英文材料
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.
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/
SFT+
https://cameronrwolfe.substack.com/p/understanding-and-using-supervised
Understanding how SFT works from the idea to a working implementation...
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。
CLI+
https://developer.mozilla.org/en-US/docs/Learn_web_development/Getting_started/Environment_setup/Command_line
In your development process, you'll undoubtedly be required to run some commands in the terminal (or on the "command line" — these are effectively the same thing).
https://www.youtube.com/watch?v=dfTpFFZwazI
In this video, let's look at how to create CLI scripts with JavaScript and Node.js.
https://www.youtube.com/watch?v=zPYjfgxYO7k
In this video we'll build a simple golang cli app that shows the weather forecast for the day.
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.
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。
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.
还有更多 •••
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