西门子西门子中国研究院 大模型AI Agent研究员(北京、苏州)
社招全职1-3年研发地点:上海 | 苏州 | 北京状态:停招♡ 收藏
工作描述
任职要求 • Master’s degree or above majoring in Artificial Intelligence, Computer Science, Automation, Mathematics or related. • Self-motivated, open-minded, good communication skills and good teamwork. The skills you are expected to have: • Familiar & comfortable when coding in Python & programming on Linux. • Familiar with commonly used deep learning and agent frameworks, e.g., Pytorch, TensorFlow, LangChain, LangGraph, etc. • Practical experience (in-career or academic) on LLMs – open-source model deployment, setting up RAG system, building agents with MCP, etc. • Prefer: Solid understanding about the background & theories of LLMs, agentic workflow, knowledge graph, parallel computing, etc. • Prefer: Hands-on experiences in using Multi-modal Models. • Prefer: High quality research paper(s) published in NLP/AI-related conferences/journals incl., ACL, EMNLP, COLING, AAAI, ICLR, NeurIPS, etc. You'll benefit from • Diverse and inclusive culture, doing the work you like with people who appreciate it • Systemati…
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包括英文材料
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.
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
AI agent+
https://www.ibm.com/think/ai-agents
Your one-stop resource for gaining in-depth knowledge and hands-on applications of AI agents.
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.
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.
RAG+
https://www.youtube.com/watch?v=sVcwVQRHIc8
Learn how to implement RAG (Retrieval Augmented Generation) from scratch, straight from a LangChain software engineer.
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