小红书【REDstar】大模型训练工程师
校招全职地点：北京 | 上海状态：招聘
工作描述
Qualifications 1、本科及以上学历，计算机等相关专业； 2、有扎实的工程算法基础，精通数据结构和常用算法，熟练掌握各种编译、调试、性能分析工具； 3、精通C/C++/CUDA/TopsCC/AscendC，具备扎实的系统底层能力（内存、并发、网络）； 4、有大规模分布式系统开发和优化经验；有大模型分布式训练经验者优先； 5、精通MLIR/TVM/Triton/Torch Inductor/TileLang/Verbs/NCCL/NVSHMEM等分布式异构计算框架和相关工具链； 6、精通Megatron/DeepSpeed/veRL/OpenRLHF/LLaMA-Factory等业界开源训练框架； 7、精通vLLM/SGLang/LMDeploy/TensorRT-LLM/TensorRT/On…
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包括英文材料
学历+
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/
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
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
CUDA+
https://developer.nvidia.com/blog/even-easier-introduction-cuda/
This post is a super simple introduction to CUDA, the popular parallel computing platform and programming model from NVIDIA.
https://www.youtube.com/watch?v=86FAWCzIe_4
Lean how to program with Nvidia CUDA and leverage GPUs for high-performance computing and deep learning.
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
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
Triton Inference Server+
https://docs.nvidia.com/deeplearning/triton-inference-server/user-guide/docs/index.html
Triton Inference Server is an open source inference serving software that streamlines AI inferencing.
NCCL+
https://developer.nvidia.com/nccl
The NVIDIA Collective Communication Library (NCCL) implements multi-GPU and multi-node communication primitives optimized for NVIDIA GPUs and networking.
Megatron+
https://www.youtube.com/watch?v=hc0u4avAkuM
DeepSpeed+
https://www.youtube.com/watch?v=pDGI668pNg0
还有更多 •••
相关职位
校招
1、本科及以上学历，计算机、人工智能、软件工程或相关交叉学科背景优先； 2、拥有卓越的工程实现能力与扎实的算法功底，熟练掌握至少一门主流编程语言及 PyTorch 框架，熟练使用 Code Agent
更新于 2026-08-24北京|上海|杭州
校招
1、本科及以上学历，计算机等相关专业优先； 2、了解Hadoop/MapReduce/Spark/Hive等常用大数据处理工具优先； 3、熟练掌握至少一种编程语言:Java/C++/Scala/Pyt
更新于 2026-08-14北京|上海
校招
1、本科及以上学历，计算机科学与技术、人工智能、计算机、机器学习、大数据、数学等相关专业; 2、熟悉 Python，具有较强的代码开发和实现能力，对AI应用系统有丰富的实战经验，如SFT、RL、RAG
更新于 2026-08-14北京|上海|杭州
校招
1、本科及以上学历，计算机等相关专业方向优先； 2、熟练掌握GPU CUDA编程； 3、熟练掌握Megatron/DeepSpeed/FSDP等框架的研发，熟练掌握模型并行分布式技术； 4、对大语言模
更新于 2026-08-24北京|上海