Master Thesis: ML-driven Translation of PLC Code to Programmable Data-Plane Applications
Master Thesis: ML-driven Translation of PLC Code to Programmable Data-Plane Applications
Master Thesis: ML-driven Translation of PLC Code to Programmable Data-Plane Applications
Master Thesis: ML-driven Translation of PLC Code to Programmable Data-Plane Applications
Siemens AG
Industrie und Maschinenbau
Garching bei München
- Art der Anstellung: Vollzeit
- Vor Ort
- Zu den Ersten gehören
Master Thesis: ML-driven Translation of PLC Code to Programmable Data-Plane Applications
Über diesen Job
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
- Innovative research project at the intersection of ML and industrial automation
- Individual supervision and support from experts in AI and industrial systems
- Access to state-of-the-art development environments and programmable network devices
- Opportunity to shape the future of industrial automation
- Direct contribution to Industry 4.0/5.0 initiatives
- Valuable experience in both traditional PLC programming and modern data-plane applications
You’ll make an impact by
- Developing an intelligent framework for automated translation of PLC code
- Creating ML models to analyze and understand control logic patterns
- Implementing validation mechanisms for functional equivalence verification
- Designing performance optimization strategies for latency and throughput
- Building a bridge between traditional industrial automation and modern programmable networks
- Contributing to the evolution of industrial automation systems
- Creating documentation and validation procedures for the translation framework
Your success is grounded in
- Education
- Currently pursuing a Master's degree in Computer Science, Artificial Intelligence, or related field
- Focus on machine learning and/or industrial automation
- Background in programming languages and compiler design is advantageous
- Experience & Skills
- Strong knowledge of Artificial Intelligence and ML models
- Proficient programming skills in Python and C
- Solid understanding of networking protocols and architectures
- Strong Linux expertise
- Familiarity with PLC programming languages (Ladder Logic, Function Block Diagram, Structured Text)
- Experience with data-plane programming is a plus
- Ways of working
- Analytical mindset with strong problem-solving abilities
- Independent and structured work approach
- Excellent documentation and communication skills
- Innovation-driven attitude
- Ability to bridge traditional and modern technologies
- Languages
- 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 equal-opportunity employer 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!
www.siemens.de/careers – if you would like to find out more about jobs & careers at Siemens.
FAQ – if you need further information on the application process.
If you have more questions please contact: www.siemens.de/fragenzurbewerbung
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