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Master thesis: ml-driven translation of plc code to programmable data-plane applications

Abschlussarbeit
Siemens
Master
Inserat online seit: 13 August
Beschreibung

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.

What we offer you

1. Innovative research project at the intersection of ML and industrial automation
2. Individual supervision and support from experts in AI and industrial systems
3. Access to state-of-the-art development environments and programmable network devices
4. Opportunity to shape the future of industrial automation
5. Direct contribution to Industry 4.0/5.0 initiatives
6. Valuable experience in both traditional PLC programming and modern data-plane applications

You’ll make an impact by

7. Developing an intelligent framework for automated translation of PLC code
8. Creating ML models to analyze and understand control logic patterns
9. Implementing validation mechanisms for functional equivalence verification
10. Designing performance optimization strategies for latency and throughput
11. Building a bridge between traditional industrial automation and modern programmable networks
12. Contributing to the evolution of industrial automation systems
13. Creating documentation and validation procedures for the translation framework

Your success is grounded in

14. Education
15. Currently pursuing a Master's degree in Computer Science, Artificial Intelligence, or related field
16. Focus on machine learning and/or industrial automation
17. Background in programming languages and compiler design is advantageous
18. Experience & Skills
19. Strong knowledge of Artificial Intelligence and ML models
20. Proficient programming skills in Python and C
21. Solid understanding of networking protocols and architectures
22. Strong Linux expertise
23. Familiarity with PLC programming languages (Ladder Logic, Function Block Diagram, Structured Text)
24. Experience with data-plane programming is a plus
25. Ways of working
26. Analytical mindset with strong problem-solving abilities
27. Independent and structured work approach
28. Excellent documentation and communication skills
29. Innovation-driven attitude
30. Ability to bridge traditional and modern technologies
31. Languages
32. Fluent German and English communication skills (both written and spoken)

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. As an we are happy to consider applications from individuals with disabilities.

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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