AI Job Atlas
AI & jobs · Governorate in Yemen

Hadhramaut

Governorate YE-HD Largest city: Al Mukalla
25%
of jobs here are estimated to be exposed to generative AI, above the national 23% (+1.3 pts).
MODEL8th of 21 regions49.7K exposed workers

Key numbers

PopulationWIKIDATA
1.3M
as of 2012
Share of national populationWIKIDATA
3.0%
9th largest of 21
People in workMODEL
203K
national total × population share
Highest-exposure jobsMODEL
4.7%
national 4.4%
Area
168K km²
7 people per km²
Settlement patternMODEL
Mixed
31% live in major cities
Largest city
Al Mukalla
258K (metro)
Mapped towns & cities
4
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.

Hadhramaut Yemen
Retail & wholesale 27.9%
Agriculture 26.4%
Public admin 14.4%
Transport & logistics 7.5%
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 0.6%
Finance 0.4%
Mining 0.2%
Utilities 0.2%

Exposed workers by sector

MODEL
Retail & wholesale 17.3K Public admin 13.3K Education 4,770 Agriculture 3,812 Transport & logistics 3,014 Manufacturing 1,575 Health & care 1,272 Construction 1,157

Ranking in Yemen

MODEL

By modelled AI exposure, out of 21 regions.

5Ibb 25% 6Dhamar 25% 7Hajjah 25% 8Hadhramaut 25% 9Al Bayda' 24% 10Lahij 23% 11Al Mahrah 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 →