AI Job Atlas
AI & jobs · Municipality in Qatar

Al Rayyan

Municipality QA-RA
18%
of jobs here are estimated to be exposed to generative AI, below the national 19% (−1.2 pts).
MODEL6th of 7 regions83.2K exposed workers

Key numbers

PopulationWIKIDATA
606K
Share of national populationWIKIDATA
20.4%
3rd largest of 7
People in workMODEL
469K
national total × population share
Highest-exposure jobsMODEL
2.6%
national 2.9%
Area
6,402 km²
95 people per km²
Settlement patternMODEL
Rural
0% live in major cities
Mapped towns & cities
0
Natural Earth places

AI use

ANTHROPIC

Claude.ai conversations, April–May 2026.

Usage intensityANTHROPIC
0.73×
usage share ÷ population share
Share of national useANTHROPIC
14.8%
20.4% of population
Work-relatedANTHROPIC
52%
national 50%
Automation-styleANTHROPIC
48%
national 48%
Augmentation 52%Automation 48%

Sector mix

MODEL

Estimated share of jobs by sector, against the national mix.

Al Rayyan Qatar
Construction 32.9%
Retail & wholesale 11.8%
Other services 9.7%
Business services 8.5%
Transport & logistics 7.1%
Manufacturing 5.1%
Health & care 4.9%
Public admin 4.7%
Hospitality 4.4%
Education 3.7%
Agriculture 2.7%
Mining 2.0%
Utilities 1.0%
Finance 0.8%
ICT & software 0.6%

Exposed workers by sector

MODEL
Retail & wholesale 13.1K Business services 11.8K Construction 9,392 Health & care 9,273 Public admin 8,756 Other services 7,875 Education 7,802 Transport & logistics 4,043

Ranking in Qatar

MODEL

By modelled AI exposure, out of 7 regions.

1Doha 21% 2Madinat ash Shamal 18% 3Umm Salal 18% 4Al Daayen 18% 5Al Khor 18% 6Al Rayyan 18% 7Al Wakrah 18%
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

Other regions of Qatar

All of Qatar →