AI Job Atlas
AI & jobs · Governorate in Yemen

Al Bayda'

Governorate YE-BA Largest city: Rida
24%
of jobs here are estimated to be exposed to generative AI, above the national 23% (+1.1 pts).
MODEL9th of 21 regions25.9K exposed workers

Key numbers

PopulationWIKIDATA
660K
as of 2012
Share of national populationWIKIDATA
1.6%
14th largest of 21
People in workMODEL
107K
national total × population share
Highest-exposure jobsMODEL
4.7%
national 4.4%
Area
9,167 km²
72 people per km²
Settlement patternMODEL
Mixed
13% live in major cities
Largest city
Rida
45.2K (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 Bayda' Yemen
Retail & wholesale 27.6%
Agriculture 27.1%
Public admin 14.2%
Transport & logistics 7.4%
Construction 6.2%
Manufacturing 5.3%
Education 5.2%
Hospitality 1.7%
Health & care 1.6%
Other services 1.4%
Business services 0.9%
ICT & software 0.6%
Finance 0.4%
Mining 0.2%
Utilities 0.2%

Exposed workers by sector

MODEL
Retail & wholesale 9,023 Public admin 6,901 Education 2,494 Agriculture 2,059 Transport & logistics 1,573 Manufacturing 824 Health & care 663 Construction 604

Ranking in Yemen

MODEL

By modelled AI exposure, out of 21 regions.

6Dhamar 25% 7Hajjah 25% 8Hadhramaut 25% 9Al Bayda' 24% 10Lahij 23% 11Al Mahrah 23% 12Shabwah 22%
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 →