AI Job Atlas
AI & jobs · Municipality in Qatar

Al Wakrah

Municipality QA-WA
18%
of jobs here are estimated to be exposed to generative AI, below the national 19% (−1.2 pts).
MODEL7th of 7 regions12K exposed workers

Key numbers

PopulationWIKIDATA
88K
as of 2015
Share of national populationWIKIDATA
3.0%
6th largest of 7
People in workMODEL
68.1K
national total × population share
Highest-exposure jobsMODEL
2.6%
national 2.9%
Area
1,642 km²
54 people per km²
Settlement patternMODEL
Rural
0% live in major cities
Mapped towns & cities
0
Natural Earth places

AI use

The Anthropic Economic Index does not publish usage for this region. Regions below a minimum number of sampled conversations are left out.

Sector mix

MODEL

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

Al Wakrah Qatar
Construction 33.0%
Retail & wholesale 11.8%
Other services 9.7%
Business services 8.3%
Transport & logistics 7.2%
Manufacturing 5.1%
Health & care 4.9%
Public admin 4.7%
Hospitality 4.3%
Education 3.8%
Agriculture 2.8%
Mining 2.0%
Utilities 1.0%
Finance 0.8%
ICT & software 0.6%

Exposed workers by sector

MODEL
Retail & wholesale 1,905 Business services 1,670 Construction 1,367 Health & care 1,346 Public admin 1,262 Other services 1,143 Education 1,137 Transport & logistics 588

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 →