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This seems like a broad overgeneralization unless you believe zero fat in grad schools is available for trimming.




Most phd programmes are very, very low fat when it comes to salaries.

An academic CS department has to attract PhD level talent in hot areas like ML while only paying $30k a year.


Is there a long term financial payoff, or does it mostly attract people who are choosing academia over commercial for some other reason?

A little of column A and a little of column B. There is prestige in getting a PhD. There is also access and unique networking opportunities.

On the purely financial side, many top students work internships during the summers and make 40 or 50 thousand dollars during that time in addition to their academic stipend.


In CS there's a long term payoff bc tech has the money to invest in R&D even in an economy like this one

The payout is very, very long term and honestly you probably don't come out ahead.

Starting your career 10 years earlier (effectively) and immediately progressing in your career probably gets you further. Especially if you look towards management, which is where the money is (usually, million dollar AI research salaries is a new thing).


I don't think this is always true. AI research big payouts aren't even a new thing. It was common 10 years ago for big name professors to get hired by Google etc. and bring the whole lab with them.

Also a PHD is not 10 years long? You start your career 4-5 years after a typical BS in CS


Well, the big money is in becoming a leader in a field before it's hot - making the big payoffs very speculative.

In the mid 2000s, natural language modelling was a joke and the best performing ML systems for sentiment analysis would lose in benchmarks to emoji counters. Today, people with a PhD in ML language modelling and years of experience delivering projects in industry are finding the PhD in ML really pays off.

But what about someone who spent the mid 2000s working on formal methods for static analysis? Or a compiler responding to the challenges created by Intel's Itanium architecture? Or trying to fit FPGA accelerator boards into the niche CUDA fills today?

Well, honestly their career's probably still going fine, they're a smart person and there's been many years of high demand for competent programmers. But industry isn't beating their door down; the beneficial effects of the PhD will be a lot less obvious.

Honestly a lot of PhDs go to people from cultures that prize education; and to people from upper-middle-class backgrounds who've been brought up to do well in school, follow their passions, no need to worry too much about money.


The fat (insofar as it exists) is almost entirely not in mathematics PhD student funding.

Compared to almost any activity a university could take, it is incredibly cheap to bring in mathematics PhD students.


PhDs are probably the leanest degree for a research school to support.

They don't attend classes after ~2 years, mostly operate independently besides consulting with their advisor, don't take anywhere near a professor's salary, teach or TA classes, act as lab technicians, and bring in money through grants.

The costs are mostly upfront in the form of providing the necessary research facilities to attract research-oriented faculty and students, and the administrative staff needed to ensure compliance with grant terms.


>PhDs are probably the leanest degree for a research school to support.

In America the students at the undergraduate and masters levels pay to pursue their degrees, while the PhDs are paid by the school. As these students do not directly generate revenue, the PhD programs will be first on the chopping block and the admin who make the 'tough decisions' to keep the ship afloat will be off at their next jobs by the time the chickens come home to roost.


PhD students are typically only paid by the university if they provide labor in the form of being a teaching assistant for undergrads, guiding lab sessions and grading assignments and exams. Alternatively they're paid through their advisor's grants, in which case the student brings in revenue in the form of the large overhead cut the uni takes.

The alternative would be hiring dedicated employees to help with grading and lab sessions, and they won't tolerate the $30k/yr a PhD student does. This would have immediate impacts too, as there's no way a lone professor can keep up with grading for the class sizes in early undergrad.


This seems to be the default defense - Is there no fraud/fat/waste etc in this thing which is being harmed?

It sounds like people don't understand bureaucracy is always imperfect. If it was perfect then you don't need to create another agency called DOGE while having Congressional Budget Office and do exactly the same things.

The question should be is there fraud/fat/waste which has a meaningful impact? If not then it changing it wouldn't really matter. The unfortunate thing is that anecdotal evidence rules supreme and there are enemies every where.

"Data doesn't support a meaningful impact? I saw it with my own eyes so it should be true and the person reporting the data must have Democrat agenda"


The sources of university funding and spending on administration has been broken for a long time.

What does a graduate math program need? A building with some offices and classrooms, wifi, email service, maybe a couple of secretaries and janitors, office supplies, and salaries for students and researchers/instructors.

What need does a math program have for any but the most basic administration? That's where all the money is going, where the biggest growth in spending is going.

You could cut university admin costs by 75% and lose nothing. Start with the top 25 university presidents who all earn a slightly rounded up 2 million a year and more.


…and money to go to conferences and summer schools, and money for software licenses (especially in applied programs), and department funds to bring visiting academics, and the following things that get lumped under administration: money for grad student food pantries and childcare because funding streams for PhDs don’t provide for good salaries outright, and job advising centers because the math job market is a crapshoot, and free student health clinics for psychological and physical health because doing a PhD in any condition is rough…

A lot of software licenses are free for academic use for what it’s worth.

Matlab and Adobe sure aren't free!

Who pays for all that? Usually it's not the students or even private funders / donors. Most of the money comes from one level of the government or another, and it comes with all kinds of regulations and requirements. Complying with that requires a lot of specialized administrative staff.

Most of the time, when you hear a politician saying that universities should / should not do X, they are effectively saying that universities should spend more on administration.

Universities with a residential campus have a lot of staff in functions unrelated to the academic mission, such as student housing, food services, healthcare, or sports facilities. If they have to compete for students instead of most people just automatically choosing the nearest university, focusing on these tends to make them more competitive. And while student amenities are not particularly important to PhD students, they are important to the university if it also educates undergraduates.

Then there is the organization chart. In a traditional university, the faculty senate (or another similar body) is in charge and all administrators are subordinate to it. But the modern world prefers centralized organizations, with administrators at the top. And whoever is in charge also determines the priorities of the organization.


"You could cut university admin costs by 75% and lose nothing."

People say that, but could you really? I'd love to see a breakdown on how you pull this off.


It can be done - I went to a college that did it.

There are extreme downsides - for many colleges athletics is a money-maker. So is administering IP. There's is also lots of real estate, which appreciates value, but needs maintenance.

The big reason for all the extras is that it makes the school known, in a very big and important way. They host conferences, have archives that receive donations, give out awards.

Donors give all sorts of weird tasks - and funding to achieve them.

Modern colleges are so many different things.

There is a subset of colleges that adopt the "keep it simple" approach, but they often run into lots of trouble. The big problem is without doing tons of stuff, people forget they exist.

It's a bit like drug companies advertising at the super bowl. They hate doing it, but don't have a choice.


Cut the top 20 salaries in half and fire 10% of the staff who are not directly involved in academics (must teach, learn, or research) for starters. Sever any major athletics organization (i.e. football, basketball, etc) into a separate legal entity with something like a license fee to the university based on team revenue as a percentage so funds flow exclusively in one direction.

University admin work expands to the available workforce and I've heard first person accounts from long time senior university staff about admin employees who literally didn't do anything of any conceivable consequence.


I mean actually breakdown exactly where the spending is going and then show the cuts.

You can say “cut salaries in half” about any industry. You could say it about software engineers. But just because you say that doesn’t mean it’ll work out well for the industry. Non-minimum wage salaries should be market driven. I doubt you could just cut salaries in half and keep a reasonable work force.




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