AI Job Atlas
AI & jobs · County in Liberia

Margibi

County LR-MG Largest city: Kakata
19%
of jobs here are estimated to be exposed to generative AI, below the national 20% (−1.0 pts).
MODEL4th of 15 regions30.4K exposed workers

Key numbers

PopulationWIKIDATA
305K
as of 2022
Share of national populationWIKIDATA
6.1%
4th largest of 15
People in workMODEL
158K
national total × population share
Highest-exposure jobsMODEL
1.5%
national 1.6%
Area
2,354 km²
130 people per km²
Settlement patternMODEL
Mixed
11% live in major cities
Largest city
Kakata
33.9K (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.

Margibi Liberia
Agriculture 45.0%
Retail & wholesale 23.9%
Transport & logistics 4.9%
Education 4.8%
Business services 3.5%
Manufacturing 3.1%
Mining 2.8%
Hospitality 2.2%
Construction 2.0%
Other services 2.0%
Health & care 1.8%
Public admin 1.7%
Finance 0.9%
ICT & software 0.7%
Utilities 0.6%

Exposed workers by sector

MODEL
Retail & wholesale 10.9K Agriculture 5,555 Education 3,313 Business services 1,842 Transport & logistics 1,530 Health & care 1,047 Public admin 991 Manufacturing 967

Ranking in Liberia

MODEL

By modelled AI exposure, out of 15 regions.

1Montserrado 25% 2Maryland 20% 3Grand Bassa 19% 4Margibi 19% 5Bong 19% 6Grand Gedeh 18% 7Lofa 18%
About these estimates. No source publishes AI exposure by region for every country. The model splits Liberia'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 Liberia

All of Liberia →