Part 05

One institution, measured the same way

971 matched computing doctorates from a single university, every figure carrying a national column measured the same way. The destinations are unremarkable. The dissertations are not, and the state keeps six times its share.

Doctoral dissertations 2000–2022 · 971 matched · every table carries a national column

Everything on the previous four pages is national. This one asks the narrower question that a department actually wants answered: where do our own graduates go, and is it different from everywhere else? The short answer for Illinois is that the destinations are unremarkable and the dissertations are not.

1,804 computing doctoral dissertations were filed at Illinois between 2000 and 2022, and 971 of them linked one-to-one to a career profile. Every table below carries a national column measured the same way, because a single institution’s percentage on its own means nothing.

The window stops at 2022 because the national dissertation database stops receiving theses from this university after that. Part 08 rebuilds the last decade from the university’s own repository and carries the recent cohorts.

Among the 49 institutions with at least 200 matched doctorates, Illinois ranks 15th on the share entering academia (23.9%, against a median of 21.5% and a range from 10.9% to 31.6%) and 31st on the share entering industry (51.7%). On destination it is the middle of the distribution.

The academic-placement ranking is not a prestige ranking

The chart below is the argument against reading it as one. The three highest academic shares belong to Louisiana State University (31.6%), Indiana University (30.0%) and the University of Pennsylvania (29.9%). Illinois is at 23.9%, and the departments a reader would expect to be far above it are not: Princeton 25.5%, Washington 24.3%, Cornell 22.6%, Berkeley 22.5%. A high academic share mostly means graduates had fewer competing industry offers, or that the programme feeds teaching institutions. It describes the market a cohort met, not how well it was trained.

Louisiana State University and Agr 31.6% Indiana University 30% University of Pennsylvania 29.9% University of Illinois at Chicago 28.8% Capella University 27.7% The University of Wisconsin - Madi 27.7% State University of New York at Bu 27.6% Massachusetts Institute of Technol 27.1% University of Illinois at Urbana-C ← 23.9%
Share of doctoral graduates in academia one year out. The eight highest among the 49 institutions with at least 200 matched doctorates, with Illinois shown at the bottom for comparison.

Which department the degree came from

The largest source of computing doctorates at Illinois is not the computer science department. Electrical & Computer Engineering accounts for 291 matched doctorates since 2011, Computer Science for 241, and they place differently: 23% versus 20% into academia. Any statement about “computing PhDs at Illinois” is a statement about at least two departments facing different labour markets.

From 2011 onward, which is when the dissertation records for this institution start carrying a department field.

Degree-granting department Matched doctorates Into academia Into industry
Electrical & Computer Engineering 291 23% 54%
Computer Science 241 20% 56%
Mechanical Sci & Engineering 14
Industrial&Enterprise Sys Eng 13
Civil & Environmental Eng 12
Library & Information Science 12
Information Sciences 11

What Illinois doctorates write about

Languages & SE 5.0 pp Systems & distributed 2.8 pp Scientific computing 2.4 pp IR & data mining 2.1 pp NLP 2.0 pp Security & privacy -2.3 pp HCI -2.4 pp Computational biology -2.8 pp Machine learning -3.2 pp
Percentage-point difference between the Illinois subfield mix and the national mix, doctoral dissertations. Positive means Illinois produces more of it than the country does. Five largest surpluses and four largest deficits.

Where Illinois differs is upstream of placement, in what its doctorates write about. Against the national mix it runs heavy in languages and software engineering (11.4% against 6.4%), systems and distributed computing (8.8% against 6.0%), and scientific computing (5.5% against 3.1%), and light in machine learning as a subject, 5.5% against 8.6%, a little over half the national share.

That last one invites the obvious objection: perhaps Illinois machine-learning work is simply filed under vision or NLP instead. Partly, and not mostly. Taking the three together Illinois is at 20.7% against 22.6% nationally, so the gap narrows from 3.2 points to 1.9 and does not close.

Ten years later

0% 12.1% 24.1% 36.2% 48.2% 60.3% 0 1 2 3 4 5 6 7 8 9 10 Illinois, industry National, industry National, academia Illinois, academia
Share in academia and in industry by years since the doctorate, Illinois against the national figure.

Ten years out the two curves are still on top of each other: 21.1% of Illinois doctorates are in academia against 21.6% nationally. The industry side drifts apart slightly, 53.8% against 50.4%, which is the destination table read one decade later rather than one year.

The state keeps about one in six

33% of Illinois computing doctorates are in California a year out, against 32% nationally, which is no different from everyone else. The home state is where it diverges: 18.1% stay in Illinois, against 3.0% of US computing doctorates overall, roughly six times the national rate.

Measured the same way as everywhere else, Illinois destinations sit in the middle of the national distribution, at one year and at ten. What is distinctive is upstream: a dissertation mix tilted toward systems, languages and scientific computing and away from machine learning as a subject, and a home state that keeps six times the national share of its computing doctorates.