西门子(Lead) RD Talent – Industrial Intelligence
社招全职5-10年研发地点:上海状态:招聘♡ 收藏
工作描述
We are a pioneer team dedicated to bridging cutting-edge AI technologies with Siemens’ industrial excellence. Our mission is to develop efficient, intelligent, and trustworthy solutions that redefine the future of industry. We are seeking a (lead) RD Talent who is not just a technologist, but a pioneer ready to drive the next generation of Siemens industrial intelligence.
我们是一支致力于将前沿人工智能技术与西门子工业优势相结合的先锋团队。我们的使命是开发高效、智能且可靠的解决方案,重新定义工业未来。我们正在寻找一位领军型研发人才,您不仅是技术的实践者,更是驱动西门子下一代工业智能产品的开拓者。
What will you do if join us?
(Responsible tasks)
• Strategic Requirement Analysis: Act as a bridge between technology and purpose, analyzing customer scenarios and requirements to define technical solutions. 需求分析:以技术目标为导向,分析客户场景和需求并定义技术方案。
• Technological Pioneering: Explore and evaluate state-of-the-art AI technologies (including GenAI, Reinforcement Learning, etc.) and strategically assess their feasibility within complex industrial domains. 技术引领:探索并评估前沿AI技术(包括生成式AI、强化学习等),并战略性地评估其在复杂工业领域的应用可行性。
• Product Innovation: design and…登录查看完整工作描述
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包括英文材料
强化学习+
https://cloud.google.com/discover/what-is-reinforcement-learning?hl=en
Reinforcement learning (RL) is a type of machine learning where an "agent" learns optimal behavior through interaction with its environment.
https://huggingface.co/learn/deep-rl-course/unit0/introduction
This course will teach you about Deep Reinforcement Learning from beginner to expert. It’s completely free and open-source!
https://www.kaggle.com/learn/intro-to-game-ai-and-reinforcement-learning
Build your own video game bots, using classic and cutting-edge algorithms.
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/
R+
[英文] R Tutorial
https://www.w3schools.com/r/
R is often used for statistical computing and graphical presentation to analyze and visualize data.
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