Data Scientist, Cloud-based Satellite Data Processing | Data Scientist - cloudbasierte Satellitendatenverarbeitung (m/w/d)
Rheinmetall AG
Job Summary
This role seeks an experienced Data Scientist focused on cloud-based satellite data processing, particularly Synthetic Aperture Radar (SAR) data. The core responsibilities involve developing and implementing SAR-specific preprocessing algorithms integrated into MLOps pipelines. You will be crucial in conducting detailed image analysis, feature engineering, and managing datasets used for object recognition and classification tasks. A significant part of the job involves the creation, preparation, and rigorous quality assurance of training and validation datasets for AI/ML models, alongside validating model results using SAR and Electro-Optical (EO) data. Success in this position requires a strong background in Computer Science or IT, coupled with at least ten years of experience utilizing signal processing and data analysis tools like MATLAB and Python libraries. Expertise in radar and SAR data processing, including signal processing methods and radiometry, is essential for this collaborative role within the space solutions division.
Required Skills
Education
Degree in Computer Science, IT vocational training, or comparable qualifications
Experience
- At least 10 years in utilizing signal processing and data analysis tools
- Professional experience in Radar and SAR data processing, including signal processing methods and radiometry
- Professional experience in developing and implementing MLOps pipelines
Languages
Additional
- High level of self-initiative and a proactive working style
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