AI Job Atlas
AI & jobs · Province in Iran

Semnan

Province IR-12 Largest city: Shahrud
20%
of jobs here are estimated to be exposed to generative AI, below the national 21% (−1.0 pts).
MODEL18th of 31 regions47.3K exposed workers

Key numbers

PopulationWIKIDATA
702K
as of 2016
Share of national populationWIKIDATA
0.9%
30th largest of 31
People in workMODEL
238K
national total × population share
Highest-exposure jobsMODEL
2.8%
national 3.0%
Area
90.4K km²
8 people per km²
Settlement patternMODEL
Rural
37% live in major cities
Largest city
Shahrud
132K (metro)
Mapped towns & cities
2
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.

Semnan Iran
Manufacturing 18.1%
Agriculture 17.0%
Retail & wholesale 16.8%
Construction 14.3%
Transport & logistics 10.1%
Education 5.6%
Other services 3.6%
Health & care 3.3%
Business services 3.1%
Public admin 2.4%
Hospitality 1.6%
Utilities 1.5%
Finance 1.0%
Mining 0.9%
ICT & software 0.7%

Exposed workers by sector

MODEL
Retail & wholesale 11.5K Education 6,106 Manufacturing 5,929 Transport & logistics 3,852 Health & care 3,127 Construction 2,997 Agriculture 2,930 Business services 2,520

Ranking in Iran

MODEL

By modelled AI exposure, out of 31 regions.

15Zanjan 20% 16Ardabil 20% 17West Azerbaijan 20% 18Semnan 20% 19Fars 20% 20Sistan and Baluchestan 20% 21Gilan 19%
About these estimates. No source publishes AI exposure by region for every country. The model splits Iran'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 Iran

All of Iran →