Data Scientist- GeoAI
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De functie
Develop foundation and task-specific deep learning models for geospatial data, including satellite imagery, to enable advanced GIS analysis.
Build tools, APIs, and pretrained models for geospatial AI, and integrate ArcGIS with PyTorch and other DL libraries.
Create foundation models for computer vision, language, location, and multimodal data, and design AI agents to automate GIS tasks.
Curate, preprocess, and transform geospatial data for training, evaluation, and deployment of DL models; conduct model comparisons.
Author and maintain geospatial data science samples using ArcGIS and ML/DL frameworks; ensure reproducibility and scalability.
Tune hyperparameters and optimize models to achieve high accuracy in geospatial contexts while collaborating with cross-functional teams.
Build tools, APIs, and pretrained models for geospatial AI, and integrate ArcGIS with PyTorch and other DL libraries.
Create foundation models for computer vision, language, location, and multimodal data, and design AI agents to automate GIS tasks.
Curate, preprocess, and transform geospatial data for training, evaluation, and deployment of DL models; conduct model comparisons.
Author and maintain geospatial data science samples using ArcGIS and ML/DL frameworks; ensure reproducibility and scalability.
Tune hyperparameters and optimize models to achieve high accuracy in geospatial contexts while collaborating with cross-functional teams.
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