Master's Thesis (m / f / d) Data Science & Statistics - Clustering of High-Dimensional Data

The Fraunhofer Institute for Toxicology and Experimental Medicine ITEM is one of 76 institutes of the Fraunhofer-Gesellschaft, Europe’s largest organization for application-oriented research. Fraunhofer ITEM’s contract research aims to protect people in our industrialized world from health hazards and to contribute to the development of new therapeutic approaches. With a strong focus on respiratory research, the institute’s research and development portfolio comprises three business areas : drug development, chemical safety, and translational medical technology.

With around 470 employees at its locations in Hanover, Braunschweig and Regensburg, Fraunhofer ITEM cooperates closely with industry partners, service providers, and universities to generate tangible benefits for both the economy and society. For more than 40 years, we have pursued our vision of “Pioneers for sustainable health” at our founding site in Hanover.

Are you looking for an exciting project for your master's thesis?

Then join our » In silico Toxicology « department at the earliest possible date as a master's student working on the topic » Methodological Development and Application of Clustering Approaches for High-Dimensional Mixed-Type Data in the VICT3R Project « at our Hanover location, in close collaboration with the project partner at TU Dortmund University .

Be part of change

• As part of the VICT3R project, complex, high-dimensional data sets are generated, containing both metric and categorical variables. Your goal is to identify latent structures and patterns within these data in order to characterize heterogeneous groups of observations in a data-driven manner. Classical clustering methods are only of limited applicability for such settings, so you will apply methodologically adapted multivariate approaches
• Through this methodologically focused master's thesis, you will contribute to the statistical evaluation as well as the further methodological development of the data analyses conducted within the project

What you contribute

What we offer

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. Severely disabled persons are given preference in the event of equal suitability. Our tasks are diverse and adaptable – for applicants with disabilities, we work together to find solutions that best promote their abilities.

With its focus on developing key technologies that are vital for the future and enabling the commercial utilization of this work by business and industry, Fraunhofer plays a central role in the innovation process. As a pioneer and catalyst for groundbreaking developments and scientific excellence, Fraunhofer helps shape society now and in the future.

Ready for a change? Then apply now and make a difference! Once we have received your online application, you will receive an automatic confirmation of receipt. We will then get back to you as soon as possible and let you know what happens next.

Fraunhofer Institute for Toxicology and Experimental Medicine ITEM

Requisition Number : 82893