AI Job Atlas
AI & jobs · Governorate in Yemen

Al Mahrah

Governorate YE-MR Largest city: Al Ghaydah
23%
of jobs here are estimated to be exposed to generative AI, below the national 23% (−0.2 pts).
MODEL11th of 21 regions4,558 exposed workers

Key numbers

PopulationWIKIDATA
122K
as of 2012
Share of national populationWIKIDATA
0.3%
21st largest of 21
People in workMODEL
19.8K
national total × population share
Highest-exposure jobsMODEL
4.3%
national 4.4%
Area
64K km²
2 people per km²
Settlement patternMODEL
Mixed
23% live in major cities
Largest city
Al Ghaydah
27.4K (metro)
Mapped towns & cities
2
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 Mahrah Yemen
Agriculture 32.0%
Retail & wholesale 25.9%
Public admin 12.9%
Transport & logistics 7.0%
Construction 5.9%
Manufacturing 5.0%
Education 4.9%
Hospitality 1.6%
Health & care 1.5%
Other services 1.3%
Business services 0.8%
ICT & software 0.5%
Finance 0.3%
Mining 0.2%
Utilities 0.2%

Exposed workers by sector

MODEL
Retail & wholesale 1,568 Public admin 1,162 Agriculture 451 Education 442 Transport & logistics 275 Manufacturing 146 Health & care 115 Construction 106

Ranking in Yemen

MODEL

By modelled AI exposure, out of 21 regions.

8Hadhramaut 25% 9Al Bayda' 24% 10Lahij 23% 11Al Mahrah 23% 12Shabwah 22% 13Ma'rib 22% 14Sa'dah 21%
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 →