西门子西门子中国研究院 人工智能工程师
社招全职1-3年研发地点:上海 | 苏州状态:招聘♡ 收藏
工作描述
任职要求 1. 计算机科学、人工智能、软件工程或相关专业本科及以上学历。2. 精通 Python 或其他适合 AI 系统开发的编程语言。3. 具备扎实的计算机基础,熟悉数据结构、算法、操作系统、网络与软件工程实践。4. 熟悉 LLM 与 Agent 的核心机制,包括 Prompt Engineering、Context Management、Tool Use、Memory、Planning、Subagent、Multi-Agent 等。5. 熟悉 AI 系统常见组件与接口,如向量检索、知识库、RAG、函数调用、工作流编排或 MCP 类工具协议。6. 具备良好的系统设计与问题排查能力,能够独立推进复杂工程问题定位和解决。7. 具有 AI Agent、Copilot、智能助手、自动化工作流或类似系统的研发经验。8. 具有 Agent 框架接入、执行环境搭建、评测系统建设或工具生态集成经验者优先。9. 有与研究团队、算法团队或产品团队深度协作经验者优先。10. 有真实业务任务自动化、复杂任务编排或…
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包括英文材料
学历+
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/
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
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.
Prompt+
https://cloud.google.com/vertex-ai/generative-ai/docs/learn/prompts/introduction-prompt-design
A prompt is a natural language request submitted to a language model to receive a response back.
https://learn.microsoft.com/en-us/azure/ai-foundry/openai/concepts/prompt-engineering
These techniques aren't recommended for reasoning models like gpt-5 and o-series models.
https://www.youtube.com/watch?v=LWiMwhDZ9as
Learn and master the fundamentals of Prompt Engineering and LLMs with this 5-HOUR Prompt Engineering Crash Course!
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