Meaning Map is an interactive atlas of 893 US occupations, arranged by an AI reading of what each job actually involves, clustering related work into regions and coloured by occupation family. To explore without the map, use the search box to find an occupation; selecting one lists the jobs most similar to it, ranked by similarity.
What is this site and what does it do? An experiment in how AI reads meaning: a small language model read 893 real job descriptions and scored how alike any two are. That score became this map — related work clusters into regions, each match ranked by percentage. Click any point to find jobs like it.
