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

Butnan

Municipality|Governarate LY-BU Largest city: Tubruq
25%
of jobs here are estimated to be exposed to generative AI, above the national 25% (+0.7 pts).
MODEL12th of 22 regions25.6K exposed workers

Key numbers

PopulationMODEL
≈459K
estimated from area
Share of national populationMODEL
4.7%
8th largest of 22
People in workMODEL
101K
national total × population share
Highest-exposure jobsMODEL
4.7%
national 4.5%
Area
79.2K km²
Settlement patternMODEL
Mixed
58% live in major cities
Largest city
Tubruq
264K (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.

Butnan Libya
Public admin 17.2%
Retail & wholesale 16.1%
Construction 11.4%
Education 11.3%
Other services 6.8%
Agriculture 6.8%
Health & care 6.6%
Manufacturing 6.0%
Transport & logistics 5.3%
Business services 5.3%
Hospitality 2.8%
Finance 1.4%
ICT & software 1.3%
Mining 1.2%
Utilities 0.4%

Exposed workers by sector

MODEL
Public admin 6,899 Education 4,683 Retail & wholesale 4,185 Health & care 2,446 Business services 1,573 Other services 1,305 Finance 779 Construction 753

Ranking in Libya

MODEL

By modelled AI exposure, out of 22 regions.

9Sabha 26% 10Jabal al Akhdar 26% 11Sirte 26% 12Butnan 25% 13Mizdah 25% 14Ghadames 24% 15Kufra 24%
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 →