Wissenschaftliche Mitarbeiterin / Wissenschaftlicher Mitarbeit...
Core
Develop and optimize remote sensing workflows and data products to monitor biodiversity in agricultural landscapes, evaluating land cover changes and management intensity using satellite data.
Role type
Senior Research Scientist (Remote Sensing & Geoinformatics)
Builds
Biodiversity indicators, data products, and validation reports for national agricultural monitoring.
Domain
Agriculture, Environmental Science, Remote Sensing
Deliverable
production ML models
Required skills
Remote sensing (Radar and Optical), Satellite data time series analysis, Machine Learning, Deep Learning, Python, R, Cloud computing, Geostatistics
Preferred skills
PhD in relevant field, Experience with CODE-DE Lab, Knowledge of German crop production systems
Technologies
Python, R, Cloud platforms (CODE-DE Lab), Radar, Optical sensors
Responsibilities
Evaluate and develop processing workflows for biodiversity indicators, Develop innovative concepts for assessing management intensity, Create validation approaches for remote sensing products, Acquire and preprocess official statistical data, Implement process chains for multi-modal data processing, Publish results in international journals
Seniority
Senior, hands-on IC