理想汽车【理想+】AI高性能计算工程师-杭州
校招全职算法与软件地点：杭州状态：招聘
任职要求
1. 计算机、软件相关专业，硕士及以上学历； 2. 熟悉C/C++/Python语言，编程技能扎实； 3. 熟悉ARM/RISC-V体系架构，有SIMD/RVV向量指令性能优化经验优先； 4. 熟悉Linux操作系统，对kernel内存管理/进程管理/任务调度等核心机制比较了解，熟悉ThreadX/FreeRTOS等开源项目更优； 5. 掌握CNN/Transformer/LLM等相关算法基础知识； 6. 有AI算法在嵌入式系统部署经验更优。
工作职责
1. NPU Firmware/运行时库开发与交付； 2. NPU Firmware指令集设计与开发； 3. 参与硅前验证case开发，支持各种仿真平台算子与整网联调； 4. 参与硅后NPU Bringup； 5. 大模型在NPU芯片上量产部署。
包括英文材料
学历+
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
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.
RISC-V+
[英文] Learn RISC-V
https://github.com/riscv/learn
A community-driven compilation of RISC-V resources and learning material.
https://riscv-programming.org/
This website contains a set of resources to support learning/teaching assembly programming using the RISC-V ISA.
https://www.youtube.com/watch?v=bEUMLh2lasE
This is the first in a series of tutorials which will teach you how to get started with RiscV (Risc 5) programming
[英文] 📺You Can Learn RISC-V Assembly in 10 Minutes | Getting Started RISC-V Assembly on Linux Tutorial
https://www.youtube.com/watch?v=GWiAQs4-UQ0
In this video, we talk about the RISC-V processor architecture.
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.
FreeRTOS+
https://www.freertos.org/Documentation/01-FreeRTOS-quick-start/01-Beginners-guide/00-Overview
Our beginner's guides are here to help you get up to speed quickly and easily with FreeRTOS.
CNN+
https://learnopencv.com/understanding-convolutional-neural-networks-cnn/
Convolutional Neural Network (CNN) forms the basis of computer vision and image processing.
[英文] CNN Explainer
https://poloclub.github.io/cnn-explainer/
Learn Convolutional Neural Network (CNN) in your browser!
https://www.deeplearningbook.org/contents/convnets.html
Convolutional networks(LeCun, 1989), also known as convolutional neuralnetworks, or CNNs, are a specialized kind of neural network for processing data.
https://www.youtube.com/watch?v=2xqkSUhmmXU
MIT Introduction to Deep Learning 6.S191: Lecture 3 Convolutional Neural Networks for Computer Vision
Transformer+
https://huggingface.co/learn/llm-course/en/chapter1/4
Breaking down how Large Language Models work, visualizing how data flows through.
https://poloclub.github.io/transformer-explainer/
An interactive visualization tool showing you how transformer models work in large language models (LLM) like GPT.
https://www.youtube.com/watch?v=wjZofJX0v4M
Breaking down how Large Language Models work, visualizing how data flows through.
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
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/
相关职位
校招算法
1、参与面向空间数据流推理芯片架构、基于 MLIR 框架的AI 算子编译器/算子库开发； 2、参与包括AI大模型在内的各类 AI 负载的端到端编译，自动编译生成算子代码实现； 3、根据模型负载和硬件架构特性，对AI负载进行热点分析和性能优化； 4、参与软硬一体 AI 推理芯片架构的落地。
校招算法与软件
1. NPU Firmware/运行时库开发与交付； 2. NPU Firmware指令集设计与开发； 3. 参与硅前验证case开发，支持各种仿真平台算子与整网联调； 4. 参与硅后NPU Bringup； 5. 大模型在NPU芯片上量产部署。
校招算法
1、参与面向空间数据流推理芯片架构、基于 MLIR 框架的AI 算子编译器/算子库开发； 2、参与包括AI大模型在内的各类 AI 负载的端到端编译，自动编译生成算子代码实现； 3、根据模型负载和硬件架构特性，对AI负载进行热点分析和性能优化； 4、参与软硬一体 AI 推理芯片架构的落地。
校招算法
“理想+”是理想汽车面向全球招募优秀AI技术人才的校园招聘计划，涵盖大模型、AIGC、算法部署、推理加速、AI芯片研发等领域方向。理想汽车2023年实现千亿营收、百亿盈利。经过9年的发展，截至2024年6月理想汽车累计交付已突破80万辆。海量的用户规模和持续的盈利能力将支持理想汽车不断扩大在AI前沿技术领域的研发投入，保持从电动化到智能化的持续领先，把握时代机遇，成为全球领先的人工智能企业。 我们期待你的加入，与理想汽车一起成长、分享收获。通过人工智能技术去改变物理世界的效率和体验，造福我们服务的每一个家庭，以及家庭里的每一位成员。 本岗位的主要工作内容为： 1. 参与研发端到端、大模型在车端AI芯片上的部署和推理加速方案； 2. 跟踪前沿的大模型、高性能计算方向技术，调研并落地到车端模型部署和加速上，包括但不限于LLM推理框架、投机采样、模型压缩、量化、计算图优化等方向； 3. 撰写高水平学术论文或专利扩大影响力。