GIS analysts build and interrogate spatial data for planning, utilities, agriculture, disaster management and government programmes. India runs several large national geospatial initiatives, and the liberalised geospatial policy has widened what private firms can do, which has made this one of the better growth areas in the surveying family. The analysts who progress pair GIS software with Python and remote sensing, moving from map production into genuine spatial analysis.