AI & jobs · Province in Rwanda
Kigali
18%
of jobs here are estimated to be exposed to generative AI, above the national 14% (+3.9 pts).
MODEL1st of 5 regions123K exposed workers
Key numbers
PopulationWIKIDATA
1.7M
as of 2022
Share of national populationWIKIDATA
13.2%
5th largest of 5
People in workMODEL
683K
national total × population share
Highest-exposure jobsMODEL
1.7%
national 1.1%
Area
731 km²
2,388 people per km²
Settlement patternMODEL
Highly urban
49% live in major cities
Largest city
Kigali
860K (metro)
Mapped towns & cities
1
Natural Earth places
AI use
ANTHROPICClaude.ai conversations, April–May 2026.
Usage intensityANTHROPIC
7.49×
usage share ÷ population share
Share of national useANTHROPIC
98.7%
13.2% of population
Work-relatedANTHROPIC
43%
national 43%
Automation-styleANTHROPIC
56%
national 56%
Augmentation 44%Automation 56%
Sector mix
MODELEstimated share of jobs by sector, against the national mix.
Kigali
Rwanda
Exposed workers by sector
MODELRanking in Rwanda
MODELBy modelled AI exposure, out of 5 regions.
About these estimates. No source publishes AI exposure by region for every country. The model splits Rwanda'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