理想汽车软件架构工程师-上海
校招全职后端开发地点:上海状态:招聘
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.
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/
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.
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.
TensorFlow+
https://www.youtube.com/watch?v=tpCFfeUEGs8
Ready to learn the fundamentals of TensorFlow and deep learning with Python? Well, you’ve come to the right place.
https://www.youtube.com/watch?v=ZUKz4125WNI
This part continues right where part one left off so get that Google Colab window open and get ready to write plenty more TensorFlow code.
JAX+
https://docs.jax.dev/en/latest/notebooks/thinking_in_jax.html
JAX is a library for array-oriented numerical computation, with automatic differentiation and JIT compilation to enable high-performance machine learning research.
相关职位

社招5年以上技术
1、自动驾驶软件架构设计与优化。负责自动驾驶系统软件的整体架构设计,包括基础软件、中间件及算法框架的开发,确保架构的可靠性、可扩展性和安全性。需主导模块化设计,实现感知、规划、控制等模块的高效集成。 2、中间件与系统集成开发。设计并开发自动驾驶中间件(如ROS/ROS2、AUTOSAR等),优化模块间通信接口与数据流,解决系统软硬件的兼容性和稳定性问题,支持量产交付需求。 3、性能瓶颈分析与优化。针对嵌入式平台(如Xavier、Orin)的性能瓶颈,优化算法运行效率(如CPU、内存占用),解决实时性、延迟等问题,并通过仿真工具(如CARLA)和实车测试验证优化效果。 4、技术研究与前沿技术落地。跟踪自动驾驶领域的前沿技术(如功能安全ISO 26262、AUTOSAR CP架构),推动新技术在量产项目中的应用,例如车路协同(V2X)或高精度定位技术的融合。
更新于 2025-05-29

社招技术
1、大学本科及以上学历,通信工程、自动化、机电工程、车辆工程等专业,5年以上软件架构相关工作经验; 2、掌握高算力平台软件架构与开发流程,掌握TJA/TJP/HWA/HWP/Robotaxi等自动驾驶软件架构; 3、具有应用软件(ASW)与基础软件(BSW)开发经验,具有Autosar开发经验; 4、具有智驾(毫米波雷达、前视摄像头、域控制器等)相关工作经验,熟悉智能驾驶相关法规; 5、具有功能安全开发经验。
更新于 2025-08-05