AI Job Atlas
AI & jobs · Governorate in Yemen

Amanat Al Asimah

Governorate YE-SA Capital region Largest city: Sanaa
30%
of jobs here are estimated to be exposed to generative AI, above the national 23% (+6.8 pts).
MODEL1st of 21 regions144K exposed workers

Key numbers

PopulationWIKIDATA
3M
as of 2015
Share of national populationWIKIDATA
7.1%
3rd largest of 21
People in workMODEL
477K
national total × population share
Highest-exposure jobsMODEL
6.2%
national 4.4%
Area
393 km²
7,524 people per km²
Settlement patternMODEL
Highly urban
68% live in major cities
Largest city
Sanaa
2M (metro)
Mapped towns & cities
1
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.

Amanat Al Asimah Yemen
Retail & wholesale 33.6%
Public admin 21.1%
Transport & logistics 8.7%
Agriculture 7.7%
Construction 7.0%
Education 5.6%
Manufacturing 5.5%
Business services 2.1%
Hospitality 2.1%
Health & care 1.9%
ICT & software 1.8%
Other services 1.7%
Finance 1.1%
Utilities 0.2%
Mining 0.1%

Exposed workers by sector

MODEL
Retail & wholesale 49.1K Public admin 46K Education 12K Transport & logistics 8,216 Manufacturing 3,889 ICT & software 3,793 Health & care 3,608 Business services 3,479

Ranking in Yemen

MODEL

By modelled AI exposure, out of 21 regions.

1Amanat Al Asimah 30% 2'Adan 29% 3Al Hudaydah 26% 4Ta'izz 26% 5Ibb 25% 6Dhamar 25% 7Hajjah 25%
About these estimates. No source publishes AI exposure by region for every country. The model splits Yemen'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 Yemen

All of Yemen →