Comparing undergrad alumni only — counts and multiples below are within that lens (switch it with the tabs at the top).
artificial intelligence researcher
Which schools produce the most (left), and where it's the biggest part of the school's identity (right). "3×" = that school's notable alumni are three times as likely to have this occupation as the typical school's. People who attended recently weigh more than those from earlier eras.
Most alumni
| School | Alumni | vs. typical |
|---|---|---|
| Stanford University CA | 198.1× | |
| Massachusetts Institute of Technology MA | 180.4× | |
| Carnegie Mellon University PA | 132.5× | |
| Harvard University MA | 33.5× | |
| University of Michigan MI | 7.2× | |
| University of California-Berkeley CA | 12.4× | |
| University of Illinois Urbana-Champaign IL | 7.5× | |
| Yale University CT | 32.3× | |
| University of California-Los Angeles CA | 4.1× | |
| University of Pennsylvania PA | 11.2× |
Biggest part of the school's identity
Shares are shrunk toward the national rate for small counts, and
each school must clear the same size-scaled minimum (5–20 people) as the school pages.
| School | % of its noted alumni | Alumni |
|---|---|---|
| Carnegie Mellon University PA | 12 | |
| Massachusetts Institute of Technology MA | 16 | |
| Stanford University CA | 21 |