华为算法工程师-软件算法
校招全职研发类地点：深圳 | 北京 | 上海 | 南京 | 杭州 | 成都 | 苏州 | 东莞 | 西安 | 武汉 | 长沙 | 济南状态：招聘
工作描述
任职要求 1、计算机、电子信息、自动化、车辆工程、机械、力学、材料或应用数学等相关理工科专业背景； 2、计算机基础扎实，精通C/C++或Python中至少一门语言，具备良好的代码规范和系统软件开发/架构能力； 3、了解自动驾驶典型感知、规控算法，具备一定的控制理论基础；有智驾系统、关键部件设计或系统安全防护的实习/项目经验者优先； 4、掌握常用的数值计算算法（如FEM/FVM），熟悉常用的物理仿真软件或材料计算工具；具备将物理公式转化为代码进行算法验证的能力； 5、熟悉计算机网络基本原理，了解MPI/NCCL等通信机制；具备路径规划、图论基础或集群网络建模仿真经验者优先； 6、熟悉操作系统原理（调度、内存、文件系统等），有Linux或其他RTOS内核开发、驱动开发或性能调优经验者优先； 7、熟悉并行计算基本技术，了解CUDA、OpenCL等开发原语；有在NVIDIA/AMD等GP…
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包括英文材料
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.
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.
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/
安全防护+
https://roadmap.sh/cyber-security
Step by step guide to becoming a Cyber Security Expert
https://www.w3schools.com/cybersecurity/
This course serves as an excellent primer to the many different domains of Cyber security.
Message Passing Interface+
https://www.youtube.com/watch?v=7huftuXExV0
Parallel programming and MPI are crucial tools for achieving high performance computing.
[英文] 📺Basics of the Message Passing Interface (MPI) to program distributed memory parallel computers
https://www.youtube.com/watch?v=tm8M5H1OZmw
The Message Passing Interface (MPI) is a widely used standard to program distributed message parallel computers.
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.
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