Data Scientist - GeoAI
仕事内容
Lead the development of geospatial AI tools, APIs, and pretrained models for GIS workflows and satellite imagery analysis.
Integrate ArcGIS with PyTorch and other ML libraries to build foundation models for computer vision, language, and multimodal data.
Design AI agents to automate GIS tasks and curate geospatial data from raw imagery through preprocessing and transformation.
Experiment with model architectures, perform hyperparameter tuning, and benchmark results to achieve high accuracy.
Create practical geospatial data science samples, documentation, and reusable components for end-to-end GIS workflows.
Collaborate with cross-functional teams, stay current with AI and remote sensing research, and maintain code quality and reproducibility.
Integrate ArcGIS with PyTorch and other ML libraries to build foundation models for computer vision, language, and multimodal data.
Design AI agents to automate GIS tasks and curate geospatial data from raw imagery through preprocessing and transformation.
Experiment with model architectures, perform hyperparameter tuning, and benchmark results to achieve high accuracy.
Create practical geospatial data science samples, documentation, and reusable components for end-to-end GIS workflows.
Collaborate with cross-functional teams, stay current with AI and remote sensing research, and maintain code quality and reproducibility.
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