AI Job Atlas
AI & jobs · Governorate in Yemen

Raymah

Governorate YE-RA
20%
of jobs here are estimated to be exposed to generative AI, below the national 23% (−2.9 pts).
MODEL16th of 21 regions15.9K exposed workers

Key numbers

PopulationWIKIDATA
483K
as of 2012
Share of national populationWIKIDATA
1.2%
19th largest of 21
People in workMODEL
78K
national total × population share
Highest-exposure jobsMODEL
3.6%
national 4.4%
Area
1,874 km²
258 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.

Raymah Yemen
Agriculture 42.7%
Retail & wholesale 22.0%
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 5,246 Public admin 3,648 Agriculture 2,374 Education 1,535 Transport & logistics 932 Manufacturing 512 Health & care 386 Construction 365

Ranking in Yemen

MODEL

By modelled AI exposure, out of 21 regions.

13Ma'rib 22% 14Sa'dah 21% 15Al Mahwit 20% 16Raymah 20% 17Sana'a 20% 18Ad Dali' 20% 19'Amran 20%
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 →