拼多多大模型训练平台工程师
社招全职技术类地点：上海状态：招聘
工作描述
任职要求 1）扎实的编程能力（Golang / Python），良好的数据结构与算法基础； 2）理解分布式系统基本概念（通信、调度、容错）； 3）熟悉 PyTorch 训练机制与源码结构； 4）具备性能分析能力（GPU 利用率 / 通信瓶颈）； 5）理解大模型训练基本流程； 6）熟悉 Linux 系统、容器（Docker/K8s）及常见集群调度工具； 7）理解训练指标（收敛速度 / 稳定性 / 吞吐）。 加分项 加分项（满足部分即可） 1）Megatron / DeepSpeed…
登录查看完整工作描述
微信扫码，1秒登录
包括英文材料
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.
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
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/
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
PyTorch+
https://datawhalechina.github.io/thorough-pytorch/
PyTorch是利用深度学习进行数据科学研究的重要工具，在灵活性、可读性和性能上都具备相当的优势，近年来已成为学术界实现深度学习算法最常用的框架。
https://www.youtube.com/watch?v=V_xro1bcAuA
Learn PyTorch for deep learning in this comprehensive course for beginners. PyTorch is a machine learning framework written in Python.
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
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
Docker+
https://www.youtube.com/watch?v=GFgJkfScVNU
Master Docker in one course; learn about images and containers on Docker Hub, running multiple containers with Docker Compose, automating workflows with Docker Compose Watch, and much more. 🐳
https://www.youtube.com/watch?v=kTp5xUtcalw
Learn how to use Docker and Kubernetes in this complete hand-on course for beginners.
Kubernetes+
https://kubernetes.io/docs/tutorials/kubernetes-basics/
This tutorial provides a walkthrough of the basics of the Kubernetes cluster orchestration system.
https://kubernetes.io/zh-cn/docs/tutorials/kubernetes-basics/
本教程介绍 Kubernetes 集群编排系统的基础知识。每个模块包含关于 Kubernetes 主要特性和概念的一些背景信息，还包括一个在线教程供你学习。
https://www.youtube.com/watch?v=s_o8dwzRlu4
Hands-On Kubernetes Tutorial | Learn Kubernetes in 1 Hour - Kubernetes Course for Beginners
https://www.youtube.com/watch?v=X48VuDVv0do
Full Kubernetes Tutorial | Kubernetes Course | Hands-on course with a lot of demos
还有更多 •••
相关职位
社招5年以上程序&技术类
1. 5 年以上 Kubernetes 深度使用或二次开发经验，熟悉 Scheduler Framework、CRD、Operator； 2. 有 大规模 GPU 集群（≥100 卡）调度系统 实战经
上海|北京
社招3年以上技术类
1.计算机科学、软件工程、人工智能或相关专业本科及以上学历，3年以上AI平台相关经验； 2.具备良好编码能力与扎实的算法功底，熟练掌握Python/Go/C++等至少一种主流编程语言，能高效完成模块开
更新于 2026-03-23上海
社招2年以上
1.熟悉Megatron/PyTorch等框架的基本的训练流程； 2.掌握GPU/NPU等工作原理、常见操作命令，至少熟练掌握一种编程语言：CUDA或Python中的一种或多种，具备扎实的工程能力和调
更新于 2025-12-15杭州
社招3年以上云智能集团
1. 计算机及相关专业背景，具备扎实的计算机基础与系统化思维能力，熟悉Python/C++语言和常用设计模式，具备复杂系统的设计开发调试能力。 2. 熟悉深度学习的基础理论概念，熟悉Transform
更新于 2026-07-09北京|杭州