AI Job Atlas
AI & jobs · County in Liberia

Bong

County LR-BG Largest city: Gbarnga
19%
of jobs here are estimated to be exposed to generative AI, below the national 20% (−1.3 pts).
MODEL5th of 15 regions32.8K exposed workers

Key numbers

PopulationWIKIDATA
333K
as of 2008
Share of national populationWIKIDATA
6.6%
3rd largest of 15
People in workMODEL
173K
national total × population share
Highest-exposure jobsMODEL
1.4%
national 1.6%
Area
8,876 km²
38 people per km²
Settlement patternMODEL
Mixed
14% live in major cities
Largest city
Gbarnga
45.8K (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.

Bong Liberia
Agriculture 46.3%
Retail & wholesale 23.4%
Transport & logistics 4.8%
Education 4.7%
Business services 3.4%
Manufacturing 3.0%
Mining 2.8%
Hospitality 2.1%
Construction 2.0%
Other services 1.9%
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 11.7K Agriculture 6,243 Education 3,558 Business services 1,929 Transport & logistics 1,639 Health & care 1,120 Public admin 1,053 Manufacturing 1,039

Ranking in Liberia

MODEL

By modelled AI exposure, out of 15 regions.

2Maryland 20% 3Grand Bassa 19% 4Margibi 19% 5Bong 19% 6Grand Gedeh 18% 7Lofa 18% 8Grand Cape Mount 17%
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 →