AI Job Atlas
AI & jobs · Indigenous Territory in Panama

Guna Yala

Indigenous Territory PA-KY
17%
of jobs here are estimated to be exposed to generative AI, below the national 23% (−6.2 pts).
MODEL10th of 12 regions3,505 exposed workers

Key numbers

PopulationWIKIDATA
33.1K
as of 2010
Share of national populationWIKIDATA
1.0%
11th largest of 12
People in workMODEL
20.7K
national total × population share
Highest-exposure jobsMODEL
2.3%
national 3.6%
Area
2,555 km²
13 people per km²
Settlement patternMODEL
Very rural
0% live in major cities
Mapped towns & cities
0
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.

Guna Yala Panama
Agriculture 44.7%
Retail & wholesale 11.5%
Other services 6.5%
Manufacturing 6.4%
Construction 5.8%
Transport & logistics 5.2%
Education 4.8%
Hospitality 4.4%
Public admin 3.4%
Health & care 3.1%
Business services 2.4%
Utilities 0.9%
Finance 0.5%
Mining 0.2%
ICT & software 0.2%

Exposed workers by sector

MODEL
Retail & wholesale 674 Agriculture 654 Education 428 Public admin 293 Other services 284 Health & care 241 Hospitality 197 Transport & logistics 190

Ranking in Panama

MODEL

By modelled AI exposure, out of 12 regions.

6Coclé 21% 7comarca Ngäbe-Buglé 21% 8Los Santos 20% 9Darién 17% 10Guna Yala 17% 11Emberá-Wounaan Comarca 17% 12Ngöbe-Buglé Comarca 17%
About these estimates. No source publishes AI exposure by region for every country. The model splits Panama'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 Panama

All of Panama →