AI Job Atlas
AI & jobs · Governorate in Yemen

Sana'a

Governorate YE-SN
20%
of jobs here are estimated to be exposed to generative AI, below the national 23% (−2.9 pts).
MODEL17th of 21 regions97.1K exposed workers

Key numbers

PopulationWIKIDATA
3M
as of 2015
Share of national populationWIKIDATA
7.1%
2nd largest of 21
People in workMODEL
477K
national total × population share
Highest-exposure jobsMODEL
3.6%
national 4.4%
Area
11.7K km²
253 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.

Sana'a Yemen
Agriculture 42.7%
Retail & wholesale 21.9%
Public admin 10.2%
Transport & logistics 6.0%
Construction 5.1%
Manufacturing 4.5%
Education 4.3%
Hospitality 1.4%
Health & care 1.3%
Other services 1.1%
Business services 0.6%
ICT & software 0.3%
Finance 0.2%
Mining 0.2%
Utilities 0.1%

Exposed workers by sector

MODEL
Retail & wholesale 32.1K Public admin 22.3K Agriculture 14.5K Education 9,387 Transport & logistics 5,698 Manufacturing 3,130 Health & care 2,357 Construction 2,232

Ranking in Yemen

MODEL

By modelled AI exposure, out of 21 regions.

14Sa'dah 21% 15Al Mahwit 20% 16Raymah 20% 17Sana'a 20% 18Ad Dali' 20% 19'Amran 20% 20Abyan 19%
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 →