蔚来校招-AI芯片软件开发工程师
校招全职芯片研发地点：上海状态：招聘
任职要求
1. 计算机/高性能计算/通信/电子信息/微电子等相关专业，硕士及以上学历； 2. 熟悉C/C++、python编程，有较好的编程习惯和编程基础； 3. 熟悉常用数据结构及算法，如堆/栈/队列/树/图等； 4. 熟悉计算机体系结构及常见硬件架构（如GPGPU、CPU、DSP、DSA等）； 有如下经验优先考虑： a. 熟悉常用NN算子的实现方式，有算子开发和优化经验，包括Conv，DeConv，激活，Pool，Attention等； b. 熟悉常见编译器优化技术，了解编译器构成和编译原理，如寄存器分配、指令选择与调度、循环优化、数据流分析、静态分析等； c. 熟练使用常用的深度学习框架，熟悉常用的神经网络模型； d. 熟悉推理引擎的关键技术，包括图优化，量化，算子融合，tiling等。 e. 梳理常用大模型或推理框架的关键技术
工作职责
1. 负责AI处理器的图编译或算子编译器方案设计、验证、开发和维护工作； 2. 基于自研芯片的高性能AI计算软件库的开发和性能优化工作，并完成对应的测试； 3. 负责AI的推理引擎或大模型推理引擎的开发，设计，验证和维护工作 4. 负责AI编译栈的性能评估及优化工作，并探索软硬件协同优化方案； 5. 对辅助驾驶领域常用算法和工具进行调研和分析。
包括英文材料
SOC+
https://www.arm.com/resources/education/books/modern-soc
The aim of this textbook is to expose aspiring and practising SoC designers to the fundamentals and latest developments in SoC design and technologies using examples of Arm Cortex-A technology and related IP blocks and interfaces.
https://www.arm.com/resources/education/education-kits/introduction-to-soc
To produce students with solid introductory knowledge on the basics of SoC design and key practical skills required to implement a simple SoC on an FPGA and write embedded programs targeted at the microprocessor to control the peripherals.
https://www.youtube.com/watch?v=dokgLSAhqHI
A key part of the digital innovation revolution has been the embrace of the SoC, or system-on-chip.
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
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
内核+
https://www.youtube.com/watch?v=C43VxGZ_ugU
I rummage around the Linux kernel source and try to understand what makes computers do what they do.
https://www.youtube.com/watch?v=HNIg3TXfdX8&list=PLrGN1Qi7t67V-9uXzj4VSQCffntfvn42v
Learn how to develop your very own kernel from scratch in this programming series!
https://www.youtube.com/watch?v=JDfo2Lc7iLU
Denshi goes over a simple explanation of what computer kernels are and how they work, alonside what makes the Linux kernel any special.
学历+
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.
编程规范+
[英文] Google Style Guides
https://google.github.io/styleguide/
Every major open-source project has its own style guide: a set of conventions (sometimes arbitrary) about how to write code for that project. It is much easier to understand a large codebase when all the code in it is in a consistent style.
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/
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
推理引擎+
https://www.youtube.com/watch?v=_dvk75LEJ34
https://www.youtube.com/watch?v=XtT5i0ZeHHE
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
相关职位
校招软件序列
1、负责视觉 AI 芯片的系统软件开发，包括设备驱动，中间件，SDK 和相关平台工具链等开发； 2、负责视觉 AI 芯片的图像（含外设开发）、视频、BPU（NPU）、显示等多媒体中间件和 Framework 的开发； 3、完成芯片流片前的子系统/模块软件设计、开发和验证，及芯片回来后点亮和功能调试等。 4、与芯片设计和验证团队，算法团队等紧密合作，优化模块/系统性能、功耗和可靠性。 5、负责编写符合相关开发流程（如软件开发 V model，功能安全 ISO26262 等）的技术文档。
更新于 2025-07-01
校招软件序列
1、负责视觉 AI 芯片的系统软件开发，包括 OS 内核，发行版，设备驱动 BSP， 中间件，SDK 等开发； 2、负责芯片电源管理，Security，Storage，DDR，network，pcie等模块的开发。 2、完成芯片流片前的子系统/模块软件设计、开发和验证，及芯片回来后点亮和功能调试等。 3、与芯片设计和验证团队，算法团队等紧密合作，优化 AI 算力、系统性能、功耗和可靠性。 4、符合相关开发流程（如软件开发 V model，功能安全 ISO26262 等）的技术文档的编写。
更新于 2025-07-01
校招软件序列
1、负责视觉 AI 芯片的系统软件开发，包括 OS 内核，BSP, 设备驱动，中间件，SDK 和相关平台工具链等开发； 2、负责视觉 AI 芯片的图像、视频、BPU（NPU）、显示等多媒体中间件和 Framework 的开发； 3、完成芯片流片前的子系统/模块软件设计、开发和验证，及芯片回来后点亮和功能调试等。 4、与芯片设计和验证团队，算法团队等紧密合作，优化 AI 算力、系统性能、功耗和可靠性。 5、符合相关开发流程（如软件开发 V model，功能安全 ISO26262 等）的技术文档的编写。
更新于 2025-06-30
校招软件序列
1.负责特定芯片上的AI工具链开发； 2.负责针对AI芯片的模型压缩、量化等优化算法开发； 3.负责面向低比特的模型量化和加速优化算法研究。
更新于 2025-07-01