AI Job Atlas
AI & jobs · Governorate in Yemen

Ibb

Governorate YE-IB Largest city: Ibb
25%
of jobs here are estimated to be exposed to generative AI, above the national 23% (+1.7 pts).
MODEL5th of 21 regions101K exposed workers

Key numbers

PopulationWIKIDATA
2.5M
as of 2012
Share of national populationWIKIDATA
6.0%
5th largest of 21
People in workMODEL
404K
national total × population share
Highest-exposure jobsMODEL
4.8%
national 4.4%
Area
5,348 km²
469 people per km²
Settlement patternMODEL
Urban
9% live in major cities
Largest city
Ibb
235K (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.

Ibb Yemen
Retail & wholesale 28.5%
Agriculture 24.7%
Public admin 14.9%
Transport & logistics 7.6%
Construction 6.4%
Manufacturing 5.3%
Education 5.3%
Hospitality 1.8%
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 35.3K Public admin 27.4K Education 9,654 Agriculture 7,132 Transport & logistics 6,129 Manufacturing 3,183 Health & care 2,593 Construction 2,348

Ranking in Yemen

MODEL

By modelled AI exposure, out of 21 regions.

2'Adan 29% 3Al Hudaydah 26% 4Ta'izz 26% 5Ibb 25% 6Dhamar 25% 7Hajjah 25% 8Hadhramaut 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 →