Thesis (Master)/ Mandatory Internship Software Architecture for Federated Learning in an Edge-Cloud-Scenario
25.04.2025
Siemens AG
Munich
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Thesis (Master)/ Mandatory Internship Software Architecture for Federated Learning in an Edge-Cloud-Scenario
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Thesis (Master)/ Mandatory Internship Software Architecture for Federated Learning in an Edge-Cloud-Scenario
Munich
Aktualität: 25.04.2025
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25.04.2025, Siemens AG
Munich
Thesis (Master)/ Mandatory Internship Software Architecture for Federated Learning in an Edge-Cloud-Scenario
Über uns:
Our R&D department develops technologies for the future of predictive maintenance on an industrial scale. In our work, we create technology with purpose. Therefore, we innovate in the field of plant and control technology, process monitoring as well as in materials engineering.
Aufgaben:
- Your thesis will focus on the development of intelligent solution for digital manufacturing technologies.
- First, you will get to know about the Siemens industrial data spaces and learn how to use the Siemens industrial edge device and its data interfaces
- You will develop and implement a system architecture and data mining concepts to enable federated learning in a edge-cloud scenario.
- Afterwards you will validate your application with our partners and with real industrial manufacturing data.x
- You'll create impact by
Qualifikationen:
- You are currently enrolled in a technical or scientific degree such as computer science, games engineering or engineering sciences
- You have good experience in programming (ideally Python) and are familiar with AI workflows and frameworks (e.g. pytorch, MLOps, ...)
- You enjoy scientific work and are characterized by a structured and independent way of working
- Very good written and oral English or German skills are required
Wir bieten:
Your individual personality and perspective are important to us. We create a working environment that reflects the diversity of the society and support you in your personal and professional development. Let's get to know your authentic personality and create a better future together with us.
Unser Kontakt:
Siemens.de/jobs
Www.siemens.de/careers - if you would like to find out more about jobs & careers at Siemens.
If you have more questions please contact: www.siemens.de/fragenzurbewerbung
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