Predictive Process Monitoring Specialist

vor 4 Wochen


Nürnberg, Bayern, Deutschland Fraunhofer-Institut für Integrierte Schaltungen IIS Vollzeit
Predictive Process Monitoring with Graph Neural Networks

We are seeking a highly motivated researcher to join our team at Fraunhofer-Institut für Integrierte Schaltungen IIS. As a Predictive Process Monitoring Specialist, you will have the opportunity to work on cutting-edge projects in the field of Machine Learning and Process Mining.

Key Responsibilities
  • Research and develop new methods for Predictive Process Monitoring using Graph Neural Networks
  • Investigate and implement various Graph Neural Networks for Predictive Process Monitoring use cases
  • Compare and evaluate the results with traditional approaches
  • Prepare findings in engaging presentations for the team
  • Expand our existing software inventory with selected approaches
Requirements
  • Currently studying Computer Science, Mathematics, Data Science or a related field
  • Experience in Python (especially ML frameworks like PyTorch, sklearn, etc.)
  • Interest in Machine Learning (especially Graph Learning) and willingness to apply this interest to challenging tasks
  • Initiative and independent way of working
  • Excellent English skills (German skills are a bonus)
What We Offer
  • 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

We are looking for a highly motivated researcher to join our team and contribute to our research projects. If you are interested in combining research and practice and want to develop further in the field of Machine Learning and Process Mining, please apply online now.



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