Wissenschaftliche/-r Mitarbeiter/-in (Doktorand/-in) (m/w/d/x) in der Geographie – Erfassung sozioök
Core
PhD researcher linking and harmonizing global impact databases (e.g., ROUGE, EM-DAT) to analyze biases in flood and drought impact data using data science and NLP.
Role type
PhD researcher (Data Science & Geoinformatics)
Builds
A multilingual, news-based global impact dataset and a bias-aware picture of flood/drought impacts
Domain
Climate risk research, Earth System Sciences, Data Science
Deliverable
production ML models
Required skills
Python, R, spatial statistics, data harmonization, NLP, LLMs
Preferred skills
experience with large language models (LLMs)
Technologies
Python, R, NLP, LLMs
Responsibilities
Linking and harmonizing text-based and established impact databases; Comparative analysis of dataset overlaps and deviations; Analyzing geographic, socio-economic, and linguistic factors affecting data visibility; Developing a combined global impact picture; Publishing results in international journals and conferences.
