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Mitarbeiter*innen gesucht!

Im Rahmen eines FWF Projektes oder eines Josef Ressel Zentrums können Sie in der Forschungsgruppe HEAL mitarbeiten (2 Vollzeitstellen): 

AUFGABEN

  • Mitarbeit in F&E-Projekten im Bereich KI mit Schwerpunkt maschinelles Lernen und Optimierung
  • Anwendung, Erweiterung und Entwicklung von Methoden der dynamischen Optimierung
  • Umsetzung wissenschaftlicher Konzepte für praxisrelevante Aufgabenstellungen
  • Publikationstätigkeit und Erstellung neuer Forschungsanträge

PROFIL

  • Abgeschlossenes technisches Studium auf Masterniveau (z.B. Informatik, Mathematik, …)
  • Interesse an heuristischer Optimierung, evolutionären Algorithmen und maschinellem Lernen
  • Erfahrung in der Softwareentwicklung (bevorzugt .NET und C#)
  • Möglichkeit zur Dissertation an einer unserer Partner-Universitäten
  • Intrinsische Motivation zur wissenschaftlichen Arbeit
  • Multidisziplinäre Herangehensweise und offene Umgangsformen
  • Verlässlichkeit, Flexibilität und hohe Einsatzbereitschaft
  • Sehr gute Deutsch- und Englischkenntnisse

Wir freuen uns auf Ihre Bewerbung! / We are looking forward to your application!

FH-Prof. PD DI Dr. Michael Affenzeller
researchjobs20@fh-ooe.at

Farewell to Eva Maria Holzleitner and Viktoria Hauder

It is with a heavy heart that we said goodbye to Eva-Maria Holzleitner and Viktoria Hauder from the HEAL research group today.  Thank you very much for your energy, friendship and support.

Your next stations are enormously exciting, responsible and challenging. Therefore, the smiling eye prevails, because we will observe, support and sometimes hopefully accompany your ways.

All the best

The HEALers

1st HeuristicLab Community Meeting

Our open source software HeuristicLab - used for optimization and machine learning - has been in development since 2002 and had mainly international users in the past. In recent years we have observed that a growing group (especially at the JKU, FH and non-university research institutions) is forming here as well, which is modeling and optimizing with HeuristicLab or sees potential in doing this more intensively in the future.

From this background we started a first event, to bring together the groups of HeuristicLab users, developers and those yet to become one for a constructive exchange and friendly get-together. The first event of this kind took place on June 21st, 2021.

Head of the research group HEAL, Michael Affenzeller, gave a first input on research group activities, followed by Stefan Wagner (HeuristicLab), Andreas Beham (optimization of production and logistics) and Gabriel Kronberger (data analytics and machine learning).

After that, Wolfgang Roland from the Institute for Polymer Extrusion and Compounding (IPEC) and Siegfried Silber from the Linz Center of Mechatronics (LCM), talked about their experience using HeuristicLab.

Finally, Stephan Winkler lead through a panel discussion with Stefan Wagner, Wolfgang Roland, Robert Wille, Siegfried Silber and Michael Affenzeller to talk about the future development of the software.

New Project with FunnelFox – “AI for new customers”

HEAL and FunnelFox have just started a new collaborative project to develop an AI-driven recommendation system for new customers for the FunnelFox distribution software. The project is supported by the Austrian Federal Ministry for Digital and Economic Affairs within the FFG General Programme.

FunnelFox offers an e-mail integration for CRM systems which connects with the e-mail account of a sales representative and automatically synchronizes all customer e-mails to the CRM system.

Although there is more data today than ever before, most sales teams struggle to work data-driven. This is partly because most companies do not have data science experts in the sales team. Especially with SMEs, there are often no data science competencies at all in the company.

Furthermore, the data environment in sales is very complex, with many providers and many different types of data such as company data, personal data, events, new hires, and other specializations within these categories.

The FunnelFox software supports the sales process from the first contact to success. The new recommendation system shall help to find ideal customer profiles including the optimal moment for establishing contacts, so-called "Predictive Lead Generation".

FunnelFox is looking for a Junior Python Developer to expand their platform and to participate in the project. For further information please contact Mr. Vincent Jong. 

Research Group HEAL strongly represented at GPTP 2021

Participation in the Workshop on Genetic Programming Theory & Practice (GPTP) is only possible on invitation. Therefore, we are pleased that HEAL members have been part each year since 2013. This year, Prof. Stephan Winkler was even one of the organizers of the workshop.

Normally taking place in Michigan - either at the University of Michigan in Ann Arbor or the Michigan State University - this year the workshop was hosted by ZOOM from May 19-21.

#GPTP2021

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