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
Massachusetts Institute of Technology MA	45	135.1×
Stanford University CA	35	84.4×
Carnegie Mellon University PA	25	105.3×
University of California-Berkeley CA	17	22.2×
Harvard University MA	14	15.1×
University of Michigan MI	10	5.0×
Princeton University NJ	9	31.7×
Yale University CT	9	21.1×
University of Illinois Urbana-Champaign IL	6	4.4×
Brown University RI	6	22.9×
University of Massachusetts-Amherst MA	6	6.6×
University of Pennsylvania PA	6	6.5×
University of Rochester NY	5	12.6×
University of California-Los Angeles CA	5	5.2×
University of California-San Diego CA	4	9.0×
Cornell University NY	4	6.1×
University of Wisconsin-Madison WI	4	1.9×
University of Chicago IL	3	8.2×
Brandeis University MA	3	39.3×
Duke University NC	3	9.0×
University of Southern California CA	3	3.7×
Swarthmore College PA	3	67.4×

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	3.4%	25
Massachusetts Institute of Technology MA	1.3%	45
Stanford University CA	0.7%	35
University of Massachusetts-Amherst MA	0.5%	6
University of Rochester NY	0.5%	5
University of California-Berkeley CA	0.4%	17
University of Michigan MI	0.1%	10

Full University Alumni

artificial intelligence researcher

Most alumni

Biggest part of the school's identity