
商汤智能体框架架构师
社招全职10年以上技术开发类地点:上海状态:招聘
任职要求
岗位要求: 1.计算机,通信,电子,自动化等专业,10年以上工作经验; 2.汽车智能座舱系统开发10年以上经验;深度理解座舱软件系统整体架构及各系统核心模块; 3.熟悉机器学习、深度学习等 AI 算法原理及实践应用,熟悉transformer大模型的算法原理和应用等,能够根据座舱场景需求选择合适的算法和模型 4.具有技术开拓精神,较强的逻辑思维,及沟通协调能力 5.熟悉 LangChain、AutoGen、CrewAI 等智能体框架架构与开发经验者优先
工作职责
岗位职责: 1.基于智能座舱业务需求及逻辑,负责智能体框架系统架构及开发框架,主导方案的设计与开发; 2.负责智能座舱Agent框架技术架构及业务领域的问题设计方案,并指导方案在项目中的实施; 3.负责智能座舱Agent项目技术攻关,参与研究业务. 技术的发展方向及规划; 4.负责智能座舱Agent软件性能持续优化迭代的方案及实施; 5.负责智能座舱Agent框架多端融合、端云协同等架构设计;
包括英文材料
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.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
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/
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
LangChain+
https://python.langchain.com/docs/tutorials/
New to LangChain or LLM app development in general? Read this material to quickly get up and running building your first applications.
https://www.freecodecamp.org/news/beginners-guide-to-langchain/
LangChain is a popular framework for creating LLM-powered apps.
AutoGen+
https://microsoft.github.io/autogen/0.2/docs/Getting-Started/
AutoGen is an open-source programming framework for building AI agents and facilitating cooperation among multiple agents to solve tasks.
https://www.youtube.com/watch?v=JmjxwTEJSE8
Whether you know everything there to AI Agents or are a complete beginner, I believe there is something to learn here.
智能体+
https://learn.microsoft.com/en-us/shows/ai-agents-for-beginners/
In this 10-lesson course we take you from concept to code while covering the fundamentals of building AI agents.
https://www.ibm.com/think/ai-agents
Your one-stop resource for gaining in-depth knowledge and hands-on applications of AI agents.
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