
Momenta系统架构工程师-通信方向
社招全职5年以上研发地点:苏州 | 上海状态:招聘
任职要求
1、计算机科学、人工智能或相关专业本科及以上学历。 2、至少5年在AI应用和电气/总线系统设计领域的工作经验,有汽车行业经验者优先。 3、精通Python、C/C++等编程语言,以及TensorFlow、PyTorch等AI框架。 4、在大模型应用方面有实际经验,能够在项目中有效实施。 5、优秀的问题解决能力和沟通能力。 6、熟悉MATLAB/Simulink、ETAS、Vector CANoe等工具用于总线分析和仿真。 7、深入理解CAN、LIN、FlexRay、Ethernet等汽车通信协议。 加分项: 1、参与过涉及自动驾驶系统或ADAS的系统设计,熟悉AUTOSAR标准及其实施。 2、有嵌入式系统开发经验。
工作职责
1、使用专业工具对车辆总线协议(如CAN、Ethernet、LIN、FlexRay等)进行报文信号分析和接口信号数据库及其应用的开发与管理。 2、设计并优化AI系统在车辆软件适配集成中的应用,特别是在总线通信层面,构建可扩展的AI平台,支持车辆实时数据采集和处理,进行系统问题分析。 3、进行详细系统技术方案设计,包括智驾系统总线配置、SoC与MCU通信、内部模块通信架构;与跨职能团队沟通合作,确保系统架构设计的优雅高效和可靠。
包括英文材料
学历+
系统设计+
https://roadmap.sh/system-design
Everything you need to know about designing large scale systems.
https://www.youtube.com/watch?v=F2FmTdLtb_4
This complete system design tutorial covers scalability, reliability, data handling, and high-level architecture with clear explanations, real-world examples, and practical strategies.
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.
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
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.
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.
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
MATLAB+
https://matlabacademy.mathworks.com/?page=1&sort=featured
Learn MATLAB and Simulink through interactive, in-product exercises
https://www.mathworks.com/help/matlab/getting-started-with-matlab.html
Millions of engineers and scientists worldwide use MATLAB® to analyze and design the systems and products transforming our world.
https://www.youtube.com/watch?v=7f50sQYjNRA
Learn the fundametnals of MATLAB in this tutorial for engineers, scientists, and students.
Simulink+
https://www.mathworks.com/help/simulink/getting-started-with-simulink.html
Simulink® is a block diagram environment for multidomain simulation and Model-Based Design.
Ethernet+
https://www.freecodecamp.org/news/the-complete-guide-to-the-ethernet-protocol/
Ethernet is extremely popular, and is the most widely used Data Link Layer protocol, at least where the devices are linked by physical cables (rather than wireless).
https://www.lantronix.com/resources/networking-tutorials/ethernet-tutorial-networking-basics/
Ethernet is extremely popular, and is the most widely used Data Link Layer protocol, at least where the devices are linked by physical cables (rather than wireless).
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.
AUTOSAR+
https://elearning.vector.com/mod/page/view.php?id=437
AUTOSAR (Automotive Open System Architecture) is a standardization initiative of leading automotive OEMs and suppliers and was founded in autumn 2003.
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