AI Job Atlas
AI & jobs · Municipality|Governarate in Libya

Nuqat al Khams

Municipality|Governarate LY-NQ Largest city: Zuwara
26%
of jobs here are estimated to be exposed to generative AI, above the national 25% (+1.4 pts).
MODEL4th of 22 regions8,264 exposed workers

Key numbers

PopulationMODEL
≈144K
estimated from area
Share of national populationMODEL
1.5%
15th largest of 22
People in workMODEL
31.7K
national total × population share
Highest-exposure jobsMODEL
4.9%
national 4.5%
Area
6,272 km²
Settlement patternMODEL
Urban
100% live in major cities
Largest city
Zuwara
180K (metro)
Mapped towns & cities
1
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.

Nuqat al Khams Libya
Public admin 18.2%
Retail & wholesale 16.2%
Construction 11.3%
Education 11.0%
Other services 6.9%
Health & care 6.6%
Business services 6.2%
Manufacturing 5.8%
Transport & logistics 5.3%
Agriculture 4.9%
Hospitality 2.8%
Finance 1.7%
ICT & software 1.7%
Mining 1.1%
Utilities 0.4%

Exposed workers by sector

MODEL
Public admin 2,288 Education 1,442 Retail & wholesale 1,325 Health & care 774 Business services 573 Other services 413 Finance 295 Construction 234

Ranking in Libya

MODEL

By modelled AI exposure, out of 22 regions.

1Tripoli District 27% 2Benghazi 26% 3Zawiya 26% 4Nuqat al Khams 26% 5Murqub 26% 6Marj 26% 7Misrata 26%
About these estimates. No source publishes AI exposure by region for every country. The model splits Libya'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 Libya

All of Libya →