AI Job Atlas
AI & jobs · Governorate in Yemen

Hajjah

Governorate YE-HJ Largest city: Hajjah
25%
of jobs here are estimated to be exposed to generative AI, above the national 23% (+1.5 pts).
MODEL7th of 21 regions72.5K exposed workers

Key numbers

PopulationWIKIDATA
1.8M
as of 2012
Share of national populationWIKIDATA
4.3%
7th largest of 21
People in workMODEL
292K
national total × population share
Highest-exposure jobsMODEL
4.8%
national 4.4%
Area
8,934 km²
203 people per km²
Settlement patternMODEL
Mixed
12% live in major cities
Largest city
Hajjah
208K (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.

Hajjah Yemen
Retail & wholesale 28.3%
Agriculture 25.3%
Public admin 14.7%
Transport & logistics 7.6%
Construction 6.3%
Manufacturing 5.3%
Education 5.2%
Hospitality 1.7%
Health & care 1.6%
Other services 1.4%
Business services 1.0%
ICT & software 0.7%
Finance 0.5%
Mining 0.2%
Utilities 0.2%

Exposed workers by sector

MODEL
Retail & wholesale 25.3K Public admin 19.6K Education 6,946 Agriculture 5,276 Transport & logistics 4,403 Manufacturing 2,292 Health & care 1,861 Construction 1,688

Ranking in Yemen

MODEL

By modelled AI exposure, out of 21 regions.

4Ta'izz 26% 5Ibb 25% 6Dhamar 25% 7Hajjah 25% 8Hadhramaut 25% 9Al Bayda' 24% 10Lahij 23%
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 →