AI Exposure Index · 66,385 programs · 51 countries

You were told education
is the safe harbor.

Here's the AI exposure score for your degree — sorted highest cope to lowest.

52.0%
Global average AI exposure

Top 10 Most-Exposed Subjects Globally

Average across all universities and countries

Information Technology
64.2%
HIGH EXPOSURE
3721 programs
Statistics
58.5%
HIGH EXPOSURE
989 programs
Engineering
57.7%
MODERATE
13009 programs
Accounting
53.8%
MODERATE
4017 programs
Finance
53.6%
MODERATE
4042 programs
Mathematics
53.1%
MODERATE
2877 programs
Economics
52.7%
MODERATE
3544 programs
Physics
52.3%
MODERATE
2082 programs
Business
51.0%
MODERATE
10961 programs
Marketing
50.6%
MODERATE
3420 programs

All 17 Subjects Ranked

Click a subject to see cross-country breakdown

Information Technology
64.2%
Statistics
58.5%
Engineering
57.7%
Accounting
53.8%
Finance
53.6%
Mathematics
53.1%
Economics
52.7%
Physics
52.3%
Business
51.0%
Marketing
50.6%
Law
49.6%
Architecture
48.1%
Chemistry
47.9%
Biology
46.5%
Medicine
42.6%
Education
40.7%
Nursing
37.4%

Browse by Country

51 countries — click to explore all degrees

Data: Vossos et al. 2026, SSRN 7354159. CC BY 4.0.

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