AI Job Atlas
AI & jobs · Region in Morocco

Guelmim-Es Semara

Region MA-14 Largest city: Goulimine
15%
of jobs here are estimated to be exposed to generative AI, below the national 17% (−2.4 pts).
MODEL15th of 16 regions293K exposed workers

Key numbers

PopulationMODEL
≈7.1M
estimated from area
Share of national populationMODEL
17.4%
1st largest of 16
People in workMODEL
2M
national total × population share
Highest-exposure jobsMODEL
1.7%
national 2.2%
Area
102K km²
Settlement patternMODEL
Rural
3% live in major cities
Largest city
Goulimine
115K (metro)
Mapped towns & cities
3
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.

Guelmim-Es Semara Morocco
Agriculture 42.2%
Retail & wholesale 16.0%
Construction 10.1%
Manufacturing 9.4%
Other services 4.4%
Transport & logistics 4.3%
Public admin 3.7%
Education 3.4%
Hospitality 2.6%
Business services 1.5%
Health & care 0.9%
Mining 0.6%
Finance 0.3%
Utilities 0.3%
ICT & software 0.3%

Exposed workers by sector

MODEL
Retail & wholesale 84.2K Agriculture 58K Education 28.8K Public admin 27.2K Manufacturing 18.6K Other services 17.3K Transport & logistics 14K Construction 11.5K

Ranking in Morocco

MODEL

By modelled AI exposure, out of 16 regions.

10Oriental 17% 11Taza-Al Hoceïma-Taounate 17% 12Oued Ed-Dahab 17% 13Chaouia-Ouardigha 17% 14Laâyoune-Boujdour-Sakia El Hamra 15% 15Guelmim-Es Semara 15% 16Tadla-Azilal 13%
About these estimates. No source publishes AI exposure by region for every country. The model splits Morocco'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 Morocco

All of Morocco →