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Thesis (master)/ mandatory internship software architecture for federated learning in an edge-cloud-scenario

Taufkirchen
Praktikum
Siemens
Architektur
Inserat online seit: 7 August
Beschreibung

Location: MCH P

Department: FT RPD AMC FMP-DE

Mode of Employment: Limited



Start your career with an exciting thesis! As part of our dynamic team, you will work on pioneering projects and can put your theoretical knowledge directly into practice.

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.

What you'll love about us

1. Your thesis will focus on the development of intelligent solution for digital manufacturing technologies.
2. 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
3. You will develop and implement a system architecture and data mining concepts to enable federated learning in a edge-cloud scenario.
4. Afterwards you will validate your application with our partners and with real industrial manufacturing data.x

You’ll create impact by

5. You are currently enrolled in a technical or scientific degree such as computer science, games engineering or engineering sciences
6. You have good experience in programming (ideally Python) and are familiar with AI workflows and frameworks (e.g. pytorch, MLOps, ...)
7. You enjoy scientific work and are characterized by a structured and independent way of working
8. Very good written and oral English or German skills are required

You are much more than your qualifications, and we believe in the potential of every single candidate. We look forward to getting to know you!

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.

About us

As a leading technology company, Siemens offers you excellent opportunities to write your bachelor's or master's thesis in an innovative and practical environment. Are you nearing the end of your studies and looking for an interesting topic for your bachelor's or master's thesis? Then you are in the right place with us!

– if you need further information on the application process.

#sagthesis

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Home > Stellenangebote > Architektur Jobs > Architektur Jobs > Architektur Jobs in Taufkirchen > Thesis (Master)/ Mandatory Internship Software Architecture for Federated Learning in an Edge-Cloud-Scenario

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