3.09
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Asian graduates' share of AI software-related master's degrees relative to their share of all US master's degrees, 2024
What the chart shows
Asian students are the most overrepresented group in AI software-related degrees at US institutions: their share of these degrees is 2.47 times their share of all associate’s degrees, 2.67 times at bachelor’s level and 3.09 times at master’s level. Multiracial students are close to parity (1.07 to 1.09).
Hispanic, Black, Native Hawaiian or Pacific Islander, and Native American or Alaska Native students are underrepresented at every level, most of all at master’s level, where Native American and Pacific Islander students are both at 0.40. White students are slightly underrepresented, at 0.82 to 0.91.
Key numbers
| Measure | Value |
|---|---|
| Asian, master's | 3.09 |
| Asian, bachelor's | 2.67 |
| White, master's | 0.82 |
| Hispanic, master's | 0.72 |
| Black, master's | 0.61 |
| Native American or Alaska Native, master's | 0.40 |
How to read it
- Each value is a group’s share of 2024 graduates in AI software-related majors divided by its share of all graduates at the same degree level; 1 means proportional representation.
- The data covers associate’s, bachelor’s and master’s degrees. The report’s chart legend also lists PhD, but the file has no PhD values, so the report’s remark about white students at PhD level cannot be checked.
- US institutions only (IPEDS).
Source: National Center for Education Statistics, Integrated Postsecondary Education Data System, 2024, via the AI Index Report 2026 (Stanford HAI), figure 7.2.3: AI software–related vs. all postsecondary graduates in the United States by race/ethnicity, 2024. Chart and text by AI Adoption.
Numbers checked against the published data on 20 October 2026.
Download the data (CSV) · Cite this chart
Numbers checked against the published data on 20 October 2026.
Download the data (CSV) · Cite this chart
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