Germany Job Openings
Fraunhofer-Institut für Integrierte Schaltungen IIS
Master's/Bachelor's Thesis– Predictive Process Monitoring (PPM) with Graph Neural Networks (GNNs)
Nuremberg
PART TIME
October 15, 2024
The »Process Intelligence« group of the Fraunhofer IIS analyzes, designs, and optimizes data-driven processes and supports companies with process-related key figures and recommendations for action in decisions related to transport, production, logistics, and health. For this purpose, we use qualitative and quantitative analysis and forecasting methods
from the field of Machine Learning. Our group is part of the Analytics department, which researches in the areas of Analytics, Artificial Intelligence, and mathematical optimization in the context of digitalizing supply and value chains.
You are interested in combining research and practices and would like to develop further in the field of Machine Learning and Process Mining?
Then have a look at our offer!
What you will do
-
You research the latest methods in the areas of Process Mining, Predictive Process Monitoring, and Graph
Learning - You investigate and implement various Graph Neural Networks for Predictive Process Monitoring use cases
- You compare, interpret, and evaluate the achieved results with each other and with traditional approaches
- You prepare your findings in engaging presentations for the team
- You expand our existing software inventory with selected approaches
- You are currently studying Computer Science, Mathematics, Data Science or a related field
- You have experience in Python (especially ML frameworks like Py Torch, sklearn, etc.)
- You are interested in Machine Learning (especially Graph Learning) and want to apply this interest to challenging tasks
- You show initiative and an independent way of working
- You have excellent English skills (German skills are a bonus)
- Advantageous: You have worked with Py Torch Geometric before and have a basic understanding of Process Mining
- Flexible working hours
- Open and friendly team work
- Varied tasks with room for creativity
- Exciting seminars and events
- Networking with scientists
- Active contribution in applied research
- Interesting an innovative projects
We value and promote the diversity of our employees' skills and therefore welcome all applications - regardless of age, gender, nationality, ethnic and social origin, religion, ideology, disability, sexual orientation and identity.
Interested? Apply online now (PDF: cover letter, CV, transcripts).We look forward to getting to know you!
Contact person: Attila Lischka
attila.lischka@iis.fraunhofer.de
Fraunhofer-Institute for Integrated Circuits IIS
www.iis.fraunhofer.de/en
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