Hard Skills
IntermediateGeographic Information Systems (GIS) proficiencyThe ability to use specialized software platforms like ArcGIS or QGIS to create, edit, and maintain spatial data and maps.
IntermediateCartographic DesignApplying principles of map design, including symbology, color theory, and layout, to ensure maps are readable and convey information effectively.
AdvancedSpatial Data Quality ControlThe process of identifying and correcting errors in spatial datasets, such as topological gaps, overlaps, or incorrect attributes.
IntermediateRemote Sensing Data InterpretationAnalyzing and digitizing features from satellite imagery, aerial photography, or LiDAR data to create vector map layers.