36012: Computer Scientist, Mathematician or similar - Development of novel approaches in machine learning for high-resolution geodata

German Aerospace Center (DLR)

Jena, Germany

Work group:

Institute of Data Science

Area of research:

Scientific / postdoctoral posts

Job description:

The new DLR Institute for Data Science in Jena is establishing a machine learning group. You will develop methods in machine learning, especially in deep learning, independent of their specific application.

Your tasks include:

literature research with the goal of critically assessing new experimental and theoretical methods and applying them to our applications; assessing possible problems, difficulties, and disadvantates and derive new approaches and solutions examination of existing machine learning methods for high-resolution geodata development of approaches for data mining, knowledge discovery, and anomaly detection in geodata development of methods for quality assurance in machine learning models (e.g. uncertainty modeling, stability appraisal, interpretation aids) experiments to validate the developed methods evaluation and interpretation of experimental results under comparison of various methods implementation in prototypical algorithms thorough documentation for scientific users with a special focus on researchers in other domains presentation and discussion of results at national and international conferences publication of results at suitable venues

Suited candidates may conduct these tasks in fulfillment of a Ph.D. degree.

Please apply via recruiter’s website.

Quote Reference: 36012