小鹏汽车AI Infra 全栈开发工程师
社招全职地点:深圳 | 上海状态:招聘
任职要求
1、计算机科学、电子工程或相关领域本科及以上学历; 2、精通 JavaScript, TypeScript 等编程语言,精通 React,Vue 等前端框架; 3、精通 Python, Golang,C++ 等编程语言; 4、熟悉 MySQL,Clickhouse,Redis,S3 等后端服务; 5、具备出色的团队合作精神,拥有谦逊开放的态度,并且乐于持续学习。 加分项 1、有云服务,数据库,大数据相关经验; 2、理解机器学习的基本理论,并对其应用领域有一定认知; 3、拥有机器人技术(如操作、导航)或自动驾驶领域的背景经验; 4、英文沟通与写作能力优秀,能够无障碍参与技术交流。
工作职责
1、 与包括强化学习,端到端模仿学习,运控算法等团队合作,对机器人产生的海量数据进行处理,存储,可视化; 2、开发机器人的数据处理,存储管线,保证数据的高效处理,高效存储,高效获取; 3、开发机器人研发过程中所需的数据可视化工具,对数据进行高性能的可视化; 4、与算法团队紧密合作,研发并提供机器人开发过程中所需各类 AI 工具。
包括英文材料
学历+
JavaScript+
https://developer.mozilla.org/zh-CN/docs/Learn_web_development/Core/Scripting
[英文] Learn JavaScript
https://learnjavascript.online/
The easiest way to learn & practice modern JavaScript
[英文] Learn JavaScript
https://web.dev/learn/javascript
https://www.youtube.com/watch?v=zuKbR4Q428o
Write bulletproof JavaScript code with unit testing!
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.
React+
[英文] Quick Start - React
https://react.dev/learn
This page will give you an introduction to 80% of the React concepts that you will use on a daily basis.
https://www.youtube.com/watch?v=SqcY0GlETPk
Master React 18 with TypeScript! ⚛️ Build amazing front-end apps with this beginner-friendly tutorial.
https://www.youtube.com/watch?v=x4rFhThSX04
Learn modern React basics in the most interactive, hands-on way possible in the full course for beginners.
Vue+
[英文] Tutorial | Vue.js
https://vuejs.org/tutorial/
The goal of this tutorial is to quickly give you an experience of what it feels like to work with Vue, right in the browser.
https://www.youtube.com/watch?v=VeNfHj6MhgA
3 Hour crash course of the Vue.js framework. You will learn all the fundamentals including components, directives, lifecycle, events and much more.
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。
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
MySQL+
https://juejin.cn/post/7190306988939542585
这是一篇 MySQL 通关一篇过硬核经验学习路线,包括数据库相关知识,SQL语句的使用,数据库约束,设计等。
[英文] MySQL Tutorial
https://www.mysqltutorial.org/
your go-to resource for mastering MySQL in a fast, easy, and enjoyable way.
https://www.youtube.com/watch?v=5OdVJbNCSso
MySQL SQL tutorial for beginners
https://www.youtube.com/watch?v=7S_tz1z_5bA
This beginner-friendly course teaches you SQL from scratch.
ClickHouse+
[英文] Advanced Tutorial
https://clickhouse.com/docs/tutorial
Learn how to ingest and query data in ClickHouse using the New York City taxi example dataset.
https://www.youtube.com/watch?v=FtoWGT7kS-c
ClickHouse is an open-source column-oriented DBMS for online analytical processing that allows users to generate analytical reports using SQL queries in real-time.
https://www.youtube.com/watch?v=Rhe-kUyrFUE&list=PL0Z2YDlm0b3gcY5R_MUo4fT5bPqUQ66ep
Redis+
[英文] Developer Hub
https://redis.io/dev/
Get all the tutorials, learning paths, and more you need to start building—fast.
https://www.runoob.com/redis/redis-tutorial.html
REmote DIctionary Server(Redis) 是一个由 Salvatore Sanfilippo 写的 key-value 存储系统,是跨平台的非关系型数据库。
https://www.youtube.com/watch?v=jgpVdJB2sKQ
In this video I will be covering Redis in depth from how to install it, what commands you can use, all the way to how to use it in a real world project.
S3+
https://aws.amazon.com/s3/getting-started/
You can use Amazon S3 to store and retrieve any amount of data at any time, from anywhere.
https://www.youtube.com/watch?v=tfU0JEZjcsg
Amazon S3 is the oldest and one of the most popular services on AWS.
大数据+
https://www.youtube.com/watch?v=bAyrObl7TYE
https://www.youtube.com/watch?v=H4bf_uuMC-g
With all this talk of Big Data, we got Rebecca Tickle to explain just what makes data into Big Data.
机器学习+
https://www.youtube.com/watch?v=0oyDqO8PjIg
Learn about machine learning and AI with this comprehensive 11-hour course from @LunarTech_ai.
https://www.youtube.com/watch?v=i_LwzRVP7bg
Learn Machine Learning in a way that is accessible to absolute beginners.
https://www.youtube.com/watch?v=NWONeJKn6kc
Learn the theory and practical application of machine learning concepts in this comprehensive course for beginners.
https://www.youtube.com/watch?v=PcbuKRNtCUc
Learn about all the most important concepts and terms related to machine learning and AI.
自动驾驶+
https://www.youtube.com/watch?v=_q4WUxgwDeg&list=PL05umP7R6ij321zzKXK6XCQXAaaYjQbzr
Lecture: Self-Driving Cars (Prof. Andreas Geiger, University of Tübingen)
https://www.youtube.com/watch?v=NkI9ia2cLhc&list=PLB0Tybl0UNfYoJE7ZwsBQoDIG4YN9ptyY
You will learn to make a self-driving car simulation by implementing every component one by one. I will teach you how to implement the car driving mechanics, how to define the environment, how to simulate some sensors, how to detect collisions and how to make the car control itself using a neural network.
相关职位
社招
1、 与包括强化学习,端到端模仿学习,运控算法等团队合作,对机器人产生的海量数据进行处理,存储,可视化; 2、开发机器人的数据处理,存储管线,保证数据的高效处理,高效存储,高效获取; 3、开发机器人研发过程中所需的数据可视化工具,对数据进行高性能的可视化; 4、与算法团队紧密合作,研发并提供机器人开发过程中所需各类 AI 工具。
更新于 2025-07-14

社招内容中心
1.负责AI应用的后端系统设计、开发与维护,保障服务的高可用性、可扩展性和安全性; 2.负责AI研发全流程中的关键平台工具的设计与开发; 3.构建和维护核心的AI基础服务,如统一模型服务网关、向量数据库与检索引擎,为上层AI应用提供基础能力; 4.与算法、全栈及产品团队紧密协作,深入理解研发流程中的痛点,持续优化基础设施与工具链,赋能团队进行更前沿的AI探索;
更新于 2025-08-07

校招技术类
作为团队的工程核心,你将以后端系统研发为基础,同时负责构建和扩展支撑AI应用的研发工具链和基础设施,为业务创新提供稳定、高效的工程能力。 ●负责AI应用的后端系统设计、开发与维护,保障服务的高可用性、可扩展性和安全性。 ●负责AI研发全流程中的关键平台工具的设计与开发,包括但不限于:媒体内容数据平台、存储系统等 ●构建和维护核心的AI基础服务,如统一模型服务网关、向量数据库与检索引擎,为上层AI应用提供基础能力。 ●与算法、全栈及产品团队紧密协作,深入理解研发流程中的痛点,持续优化基础设施与工具链,赋能团队进行更前沿的AI探索。