AI Job Atlas
AI & jobs · Province in Indonesia

Bali

Province ID-BA Largest city: Denpasar
22%
of jobs here are estimated to be exposed to generative AI, above the national 20% (+1.9 pts).
MODEL2nd of 33 regions482K exposed workers

Key numbers

PopulationWIKIDATA
4.4M
as of 2021
Share of national populationWIKIDATA
1.6%
17th largest of 33
People in workMODEL
2.2M
national total × population share
Highest-exposure jobsMODEL
3.3%
national 2.9%
Area
5,609 km²
778 people per km²
Settlement patternMODEL
Urban
23% live in major cities
Largest city
Denpasar
732K (metro)
Mapped towns & cities
3
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.

Bali Indonesia
Retail & wholesale 21.8%
Agriculture 17.9%
Manufacturing 15.0%
Hospitality 8.9%
Construction 7.5%
Education 5.3%
Other services 5.2%
Transport & logistics 4.9%
Public admin 4.1%
Business services 2.6%
Health & care 1.9%
Finance 1.7%
Mining 1.2%
ICT & software 1.1%
Utilities 0.7%

Exposed workers by sector

MODEL
Retail & wholesale 140K Education 49.9K Manufacturing 47.3K Hospitality 47.1K Public admin 36.5K Agriculture 27.9K Other services 25.7K Transport & logistics 21.5K

Ranking in Indonesia

MODEL

By modelled AI exposure, out of 33 regions.

1Jakarta 25% 2Bali 22% 3Gorontalo 22% 4North Sumatra 21% 5West Sumatra 21% 6Yogyakarta 21% 7East Kalimantan 21%
About these estimates. No source publishes AI exposure by region for every country. The model splits Indonesia'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 Indonesia

All of Indonesia →