AI & jobs · Municipality in Qatar
Doha
21%
of jobs here are estimated to be exposed to generative AI, above the national 19% (+1.6 pts).
MODEL1st of 7 regions188K exposed workers
Key numbers
PopulationWIKIDATA
1.2M
as of 2020
Share of national populationWIKIDATA
39.9%
1st largest of 7
People in workMODEL
918K
national total × population share
Highest-exposure jobsMODEL
3.2%
national 2.9%
Area
120 km²
9,884 people per km²
Settlement patternMODEL
Highly urban
100% live in major cities
Largest city
Doha
1.4M (metro)
Mapped towns & cities
1
Natural Earth places
AI use
ANTHROPICClaude.ai conversations, April–May 2026.
Usage intensityANTHROPIC
2.11×
usage share ÷ population share
Share of national useANTHROPIC
84.1%
39.9% of population
Work-relatedANTHROPIC
50%
national 50%
Automation-styleANTHROPIC
48%
national 48%
Augmentation 52%Automation 48%
Sector mix
MODELEstimated share of jobs by sector, against the national mix.
Doha
Qatar
Exposed workers by sector
MODELRanking in Qatar
MODELBy modelled AI exposure, out of 7 regions.
About these estimates. No source publishes AI exposure by region for every country. The model splits Qatar's real ILO sector employment across regions using population (Wikidata) and density: denser, capital-city regions get more finance, ICT and professional jobs, and rural regions more farming. Totals match national figures. AI usage figures are measured, not modelled. Methodology