1. Data Collection & Management
- Collect spatial data from GPS, surveys, remote sensing, and public datasets
- Import, clean, and organize geospatial datasets
- Manage geodatabases and maintain data accuracy and metadata
2. Spatial Analysis
- Perform spatial queries, overlays, and geoprocessing
- Analyze patterns, relationships, and trends in geographic data
- Support decision-making using spatial analysis results
3. Mapping & Visualization
- Create maps, charts, and visualizations for technical and non-technical audiences
- Design clear, accurate cartographic products
- Customize symbology, layouts, and map projections
4. GIS Software & Tools
- Use GIS software (e.g., ArcGIS Pro, QGIS) for analysis and mapping
- Apply tools, models, and scripts to automate workflows
- Work with spatial data formats (shapefiles, rasters, geodatabases, etc.)
5. Data Quality & Documentation
- Validate data accuracy and resolve errors
- Document workflows, datasets, and methodologies
- Follow data standards and best practices
6. Collaboration & Communication
- Work with stakeholders to understand spatial needs
- Translate complex spatial data into actionable insights
- Support teams with GIS-based solutions