Departments / GIS & Geospatial Technologies
Mapping and spatial analysis of our institutional and partner network, and geospatial-AI research.
Analytics specifically on satellite-derived data products — distinct from the imagery-processing focus of our Remote Sensing internship.
Satellite data sources awareness · Python (rasterio) · Data analysis · Documentation + 1 more
The data-science-heavy end of geospatial work — statistical and ML methods applied specifically to spatial data structures.
Python (geopandas/scikit-learn) · Spatial statistics · Machine learning fundamentals · Data visualisation + 1 more
Applying location data to strategic questions — where to focus partner outreach, where access gaps exist — a business-facing complement to our technical GIS roles.
GIS/location analytics · Business analysis · Data visualisation · Stakeholder communication + 1 more
Turning spatial data into decision-ready insight — combining GIS, statistics, and business context, distinct from pure GIS analysis.
GIS + business-analytics blend · Python (geopandas) · Data visualisation · Stakeholder communication + 1 more
The craft of map-making itself — cartographic design principles applied to our institutional and partner-network maps.
Cartographic design principles · GIS software (QGIS/ArcGIS) · Map symbology · Documentation + 1 more
A data-science internship focused on spatial datasets — building analysis pipelines that combine location data with our institutional and research datasets.
Python (geopandas/pandas) · Spatial statistics · SQL · Data visualisation + 1 more
Combining our AI reasoning research with geospatial data — spatial pattern detection, location-intelligence reasoning — applied to institutional-network and research use cases.
Python (geopandas) · Machine learning fundamentals · GIS basics · Spatial statistics basics + 1 more
Drone-based mapping and photogrammetry research — a hands-on complement to our GIS and remote-sensing work, useful for campus/facility mapping and broader geospatial research.
Photogrammetry basics · Drone-mapping software (Pix4D/DroneDeploy awareness) · GIS basics · Documentation + 1 more
Remote sensing — extracting information from satellite and aerial imagery — is a research domain we explore as an application of our computer-vision and reasoning work.
Remote sensing fundamentals · Python (rasterio/GDAL basics) · Image processing basics · Data documentation + 1 more
Our Holistic Education Index and AquinTutor partner network span institutions across geographies.
QGIS/ArcGIS · Geocoding · Spatial analysis basics · Data visualisation + 1 more