More than 40% of postdocs leave academia, study reveals
65 comments
·January 21, 2025rednafi
probably_wrong
With the exception of poor pay, I experienced all of those things while working as a software dev for a major company. And with the exception of irrelevant papers, a friend of mine went through all of those at a startup she joined after her PhD.
I am doing a postdoc now - the pay sucks (still good compared to non-tech salaries) but I like what I do, I can choose my own tools, and I'm not longer contractually obligated to put my name in papers I don't like.
The instability of the postdoc life sucks if and when you want to have a family, but it can also be very rewarding.
rednafi
> With the exception of poor pay, I experienced all of those things while working as a software dev for a major company.
Same here. I've worked at grindy startups that made me want to leave the profession altogether—everything from gaslighting by small shop CEOs to firing threats, and even firing a colleague just to show "who's in charge."
But switching companies is always an option, as is switching domains. I did that multiple times without much trouble.
> The instability of the postdoc life sucks if and when you want to have a family.
I thought stability was one of the reasons people choose academia. By stability, I mean a supervisor or program that guarantees a steady influx of cash for a certain period of time.
Yeah, but it comes down to what gives you fulfillment. For me, I need challenging work with a reward in pay that matches the effort and academia doesn't seem to fit that curve.
varjag
> - It's true that many join academia because they didn't know what else they could do.
This is really the root of most other problems mentioned.
kleiba
I've worked in academia for almost all of my adult life, although in CS/LangSci not in molecular biology. Either I got lucky or it is some other reason, but I have not had the same experience.
> She works ~2x longer and 10x harder than I do
Now, I don't know how long you work but most academics I've met do it because they love it. Mind you, it's not like there is no pressure to stay on top of your game, and endless administration tasks do eat up a lot of your time that you would like to spend otherwise. But I know a lot of people who work at the weekends not to make up for lost time, but because their work is their passion.
> - PIs can make your life absolutely miserable for no reason, and it's difficult to switch labs if you're otherwise making good progress.
That is true, although you can also have awful superiors in a regular job. And it's not easy to just switch jobs for a lot of people when that happens. Also, I've personally never had any issues whatsoever with my PIs, so the opposite can also be true: PIs can be very supportive and interested.
> - The pay is poor, and professors often joke about how cheap PhD students and postdocs are.
Not true in my experience, the pay in academia has always been more than acceptable. But again, I was in CS/LangSci, and I know that for instance in the humanities, pay is lower for similar jobs.
> - A significant amount of time is wasted on internal politics, such as deciding whose name appears on a paper and in what order.
In all my many years, there was never any case where the author issue has ever come up. Also, perhaps I was lucky (again), but I've almost only experienced collegiality across groups in the places I worked. I wouldn't say that "internal politics" is a bigger issue in academia than in industry.
> - Pursuing irrelevant papers just to secure tenure is common.
The pressure to publish is real, but irrelevant papers do not really help you a lot. Your time is better spent doing work that can make an impact. That said, not all ideas that you pursue lead to amazing output, and you cannot afford to let half a year of work go to complete waste. So, yeah, if worst comes to worst, you might opt for a lower-tier conference and squeeze at least some insight out of your failed work, but it is not common to specifically try to create irrelevant papers.
Also, over the years, the acceptance rate for main conferences has become increasingly hard to get over, as competetion is ever increasing. So, you do want your work to be relevant, or else it's not much you'll get out of it.
> - Bullying from other academics happens more often than most are willing to admit.
I've read about this on the internet to the point where I believe it's real. However, I cannot personally attest this, as my work places have always been different.
> - PIs often treat their subordinates like high school students, expecting them to work weekends for "research" and forgo vacations.
Not true in my experience, I and my colleagues, including PI, have always tried treating students and other group members respectfully. There is, of course, a certain expectation regarding your work ethics, but for the most part, I've never heard of anyone demanding from subordinates to forego vacations.
The only thing I can think of is when the deadline for an important conference comes up and everyone's really trying to get some final experiments done in time. Then it could happen that you're asking someone if they could do it, but I've also been in situation where the answer was "no" and that was, of course, accepted.
> - It's true that many join academia because they didn't know what else they could do.
Probably true.
> It's exhausting, and there are better ways to make a living.
"Better" is completely subjective. I loved working in academia but that doesn't mean that there were plenty of situations where I didn't like something and loudly complained.
The one thing that's missing on your list and which for me was the deal breaker in the end was that, depending on where you are, the prospect of getting tenure is very vague and insecure. When I was young and independent, I didn't care if I only had a two-year contract. But as you mature and eventually start a family and/or buy a house, your responsibilities and priorities shift.
So, in the end, I am one of the 40% or whatever that left academia, but it was not the work itself that I minded, it was the lack of a secure future. I mean, as secure as any future could ever be...
rednafi
> Not true in my experience, the pay in academia has always been more than acceptable. But again, I was in CS/LangSci, and I know that for instance in the humanities, pay is lower for similar jobs.
This could also depend on location, but from what I’ve seen, postdoc CS pay in most places is less than what you can earn as an entry-level frontend engineer at a medium-sized scale-up.
noobermin
Academia is one of those realms where I just wish things would collapse. Working conditions are terrible for the educational level they expect, yet there are always more and more graduate students and post-docs to exploit, so the wheels keep turning.
A naive perspective is a glut of experts is a good thing because a society with more experts could produce more innovations and development but because of the pecularities of academia, you instead get extreme competition and little to no innovation really. You do get a lot of following and hyping trends for grant money. I'm not sure what the solution is.
crocowhile
As someone who has worked in academia for more than 20 years, in four countries, (and now is a professor in a top 3 world institution) I can tell you that it very much depends on where you work. Working conditions depend on the larger and smaller culture. It is a mistake to assume that everyone is living the same experience.
CobrastanJorji
I think maybe it suffers from the same problem of the video game industry, that being that there's a never ending supply of people trying to get into the industry that has only the slightest relationship to the demand for such roles.
In the videogame industry, this mostly led to a bunch of low paying, long hour, lousy jobs with high turnover. Why pay more for a low level employee if you can get a new hire for cheaper? In academia, money is a little less hierarchical, so it led to a madcap fight for grants with all of the related downsides.
benrutter
> I'm not sure what the solution is.
Really interesting to think about what an ideal academia would look like. I think a lot of us have an idea of 'pure science' which has never really existed (by which I mean, since the industrial revolution science and academia has been tied to industry).
In terms of conditions, I think this issue is solved elsewhere by unions (there are always people wanting to be hollywood script writers, but the writers guild of America does a good job of maintaining decent conditions despite this). I don't know how that could even come close to applying in something like academia though.
zaik
Yet, the ideas that have thrown incredible amounts of money against them on the open market all have been developed in academia. The current AI craze, the internet, the physics required for chip production, encryption, etc.
wordpad25
isn't competition good for innovation?
pca006132
It depends on incentives. From what I can see in CS, a lot of young researchers are focused on short-term projects, disconnected from actual problems, and spend lots of effort to package the result to increase the chance of getting a paper in top conferences/journals, because they need this for their career. They will be forced to leave academia if they don't have enough results in time, from what I know. And even for established researchers, they have to do something similar, so their students can have enough results. And they need to try really hard to get funding, because institutions want researchers that can get lots of funding, so institutions can get money from that.
This is probably not the complete story, and probably a bit too pessimistic, but I think this is true...
Ekaros
In the end my take is that there is too much supply for research for the funding that exist. So lot of it focuses on wrong metrics and as thus is somewhat wasted. Or energy is spend on wrong things like chasing that funding.
I am not sure if we can afford more funding, so maybe amount of research should be cut in some way...
Ekaros
Up to certain point. Beyond that there is lot of waste.
Say you have 20 competing products that want to get noticed or know to sell. Obvious solution for them is to pour more and more resources in advertising. Eventually this advertising takes away from actual product as more time and money is spend on it instead on the product.
Advertising in academia is publications but also applications for funding.
noobermin
No, only if you have a narrow definition of innovation. Producing something actually new and actionable isn't always aligned with doing something that gets citations.
freetonik
Competition leads to innovation when the definition of success and its metrics are set correctly. A big chunk of "success" in academia is the number of publications, and funding often depends on that exact metric. As a result, competition in academia is very good for innovation in the field of producing papers and winning grants. I'm not saying the respective scientific research is wrong or doesn't exist, I'm just saying the system is skewed towards this one metric in an unhealthy way.
It's similar to competition in tech products not leading to innovation. The important metric there is financial growth and stock value, and there are ways to increase those metrics without really focusing on true innovation in the core domain.
iancmceachern
It has to be a combination of competition and opportunity. If you take away the opportunity then it's just a middle school field day all day, nobody making it to play college ball let alone the pros.
purplethinking
Too much competition is bad for innovation since it leaves no room for exploration.
clarionbell
It all depends on the metric you are optimizing for. In academia, the metric would be grant money, directly influenced by number of published articles and citations.
From that perspective, the system works. We are making more articles, in more journals, there is also plenty of money thrown around. Unfortunately, there is no incentive for correctness, novelty or usefulness in this system.
Falsification of results, especially in the soft sciences, is relatively easy. Verification of results, doesn't give you any credit. So you can have people producing articles with blatantly misleading or false results for decades, all without any repercussion.
And it's not much better in the hard sciences either. Because verification of results there, is even more difficult and costly. And again, we are not incentivizing verification.
dawnchorus
As a former postdoc in the physical sciences (who is now out of academia mostly for family reasons), I don't like the constant argument I hear about whether competition is good or bad in research and especially academic research. I think it is the wrong question. Competition is inherently good in that whatever researchers are competing over will be optimized in the long run.
We wish that we were optimizing for new/great ideas, but we aren't. In our current academic system, we are optimizing for number of papers and number of quick citations on papers (where quick = within 2-5 years). The reason these incentives are present is because they are largely deterministic in the outcomes of academic hiring, tenure decisions, and funding proposals. It seems to me that everyone discusses academic hiring and tenure ad infinitum, but less so for the details of the academic research funding system.
For most academic research, when a professor submits a proposal for funding, it is tied very closely to work on one particular idea or group of ideas. The funding cannot be used for research outside of the proposal area. Furthermore one must achieve results within the confines and time period (a few years) of that grant if one hopes to receive more funding in the future. So when a new idea comes along during the process of working on a grant, you either a) do your best to spin the new idea as related to the current grant in some unnatural way and proceed or b) wait until you can get funding for the new idea explicitly. This is the system within which the professors must work. They are laser-focused on achieving results within the constraints of their existing grant proposals. And some of these are great research ideas. But after a while, most people tend to stick with the same old ideas and pursue smaller and smaller ideas within the same area. This is why old professors are still pursuing the same overdone research they did when they were younger. You need new, young people to give an influx of new/bold/crazy ideas to pursue.
Now, the graduate student or postdoc must also work within this system, except that they have no say over the research directions. They must work on the professor's research ideas, not their own. There's fundamentally nothing wrong with that because it is the classic master/apprentice relationship which is generally a good thing. (After all, you can't have well-formed ideas until you know what you're doing, and that takes time. Without this type of system, you get outlandish crackpot ideas that are worse than wrong - they are useless.) But over the years of training, the grad student/post doc probably has a few good ideas. But what do they do with those ideas? Generally...statistically...the answer is nothing. These good ideas die with the grad student/post doc's unrealized academic career, since by far most have to leave academia before they can work on their own ideas (and there's simply no place outside of academia to work on your own ideas).
You would hope that there would be an outlet for good new ideas from grad students and post docs, but there isn't. People learn from mistakes quickly that graduate school and postdoc is no time to be putting your ideas out there. You won't get to work on them yourself and they will be taken from you, period. Let's say you, as a grad student, propose something new and great to your professor, and ask if you can work on it. Chances are that the prof will say no because it isn't funded, or because you're already busy with their currently funded ideas that they must execute on quickly in order to get more funding, or the worst one (which I have seen many many times) is when the professor says "well that's more of this other postdoc's specialty - I'll let them work on it." Sometimes you could propose something and the prof says no, but then 5 years later they are now funded for it. And none if this is caused by malicious intentions: the professor probably forgot that idea even came from you - after all, how many conversations do you remember precisely from 5-10 years ago? - its just an idea that came from the ether somewhere. But other students and postdocs see these occurrences, even if not caused by maliciousness, and just choose to never share their best ideas because they know they won't get any attribution or recognition for them.
As a result, the system is not optimized for new and good ideas, which is the lifeblood of research. If anyone came along on this journey with me that I originally intended to be only a few sentences, I'm sorry I have no solutions. If anything, I feel lucky because 15 years later, at least someone else did one of my big ideas and it made an impact, so at least I get to know that "back in my day," I had some good impactful ideas in my research field.
jillesvangurp
Not surprising. I quit after about a year. I could have stayed on but I realized that it just wasn't right for me. By then I had figured out that most research is done by post docs and phd students and it doesn't pay very well. Not that I cared about the money but I started thinking about what is next and did not like the perspective.
Professors are basically there to manage the process and haggle for funding. They tend to not be very hands-on with research for the simple reason that that's not their main job. They mostly delegate that to people in their team.
And you can only become a professor by doing post docs, landing some tenured position and then maybe they'll make you a professor somewhere. It's a long, uncertain process and the failure modes are basically ending up with a teaching position or being otherwise stuck in some faculty mostly not doing research. Nothing wrong with that. But not what I was after. And a lot of teachers in university are basically people that dropped out of the process somehow.
Anyway, the whole management thing had no appeal to me: I did not want to be a manager managing other people doing all the fun stuff (research) while basically dealing with a lot of bureaucratic shit. Not my idea of fun, at least.
So, I left. It was the only logical thing to do. I worked for Nokia Research for a while after that. But the career paths there weren't a whole lot different there. And the whole thing started imploding a bit after the iphone launch.
These days I do startups and a bit of consulting. Mostly as a CTO, and I'm very hands on which is just how I like it. Inevitably, there's a bit of management involved as well. But I like what I do.
gunian
sometimes I read posts like this and am awed. it feels like something out of a book to me
never had a chance to go to college, no family, no friends, no social skills, mostly dumb except for basic computer skills
my life except for like 1-2 years has been fighting to survive in horribly abusive situations currently unable to work with my own SSN being messed with by a bunch of human traffickers
but I love computers my dream in life is to learn about them and built an integrated app kind of like the M1 but for software and I probably will die or be killed way before that happens but its cool to see there are people way smarter that care about building as much out there and computers will get better
OldGuyInTheClub
I would have expected a higher percentage. Few openings and a high bar for whatever there is. It was tough to get an assistant professor job 30 years ago and I can't imagine what it must be like now.
Simon_O_Rourke
Ditto, I would have thought it would be somewhere in the mid to high nineties.
OldGuyInTheClub
I couldn't read the whole article due to the paywall. I wonder (now that my knee has stopped jerking) whether they consider non-tenure-ladder professorial positions at universities as 'academia'. e.g. adjuncts, lecturers, staff or contract researchers, lab administrators, ...
rscho
For sure they do. I can't see it being only 40% otherwise.
motorest
> I would have expected a higher percentage.
This. A 60% stay rate evokes scenarios of academic inbreeding and a total disconnect between the real world and the small bubble where research groups operate.
JumpCrisscross
> A 60% stay rate evokes scenarios of academic inbreeding and a total disconnect between the real world and the small bubble where research groups operate
Why?
FranzFerdiNaN
Ah yes, the real world of corporations and all their made-up bullshit. Much more real than a university.
llm_trw
ML papers by Western universities barely touch on the problems that practitioners face.
The only papers I see that are routinely useful have half the authors having a .in or .cn email at the end with the rest having Indian and Chinese names in US institutions.
The only western papers which aren't extended advertisements for their company are from people who are making something for themselves.
For example the best paper on image classification I've ever seen was posted on a private discord and was about better labeling the parts of a vagina as part of a stable diffusion training pipeline.
I used the methods without change and got better than state of the art for document segmentation.
motorest
> Ah yes, the real world of corporations and all their made-up bullshit.
You're posting that sort of message in a startup-oriented online forum.
There was a point in time where Google was lauded by it's success story as progress originating in investments in academia.
vkou
Figuring out new and better ways to make the owners richer is both a real-world and chronically underfunded problem.
salmatek
[dead]
michaelt
According to https://data.aaup.org/academic-workforce/ there are 270,000 tenured professors in the United States.
Assuming a tenured professor holds that position from age 35 to age 65, that's 9000 tenured positions to be filled per year.
According to https://ncses.nsf.gov/surveys/earned-doctorates/2023 there are 57,000 research doctorates granted per year.
So 84% of people granted PhDs don't make it in academia.
red_admiral
Yes, I expected the 40% to be much higher too. I guess once you go from PhD to postdoc it changes a bit, but again just looking at the numbers the pipeline gets a lot narrower at each transition.
jojobas
Many of them never wanted to be in academia in the first place, or at least shouldn't have wanted it. If you're in a class full of people who want to teach this same class, you might be questioning why you're there.
vv_
I'm not sure about the situation elsewhere, but in Lithuania, it feels like professors produce articles or tackle topics solely to check a box. Most of the content generated by universities here seems completely irrelevant and ends up being discarded after completion. The courses are very bland and uninformative too.
pca006132
I sometimes just wonder, a lot of professors are bad at teaching because they don't have to be good at it. Is it the same for universities? It feels like reputation for universities are quite detached from the courses they have or teaching quality. Rankings focus a lot on quantitative measures, but teaching quality is hard to measure quantitatively. The output of universities, i.e. the quality of their students, depend on both the teaching quality and "IQ" of their students before admission, which is mostly a feedback loop because universities with good reputation get the best students... Optimizing for teaching quality also means that professors spend more time on teaching and less on research, which may reduce their research output and reduce the ranking, which has a more immediate effect on the reputation than teaching quality.
krallistic
Teaching is not really relevant in the hiring process of professors.
I saw several committees for prof position and teaching is treated like a checkmark. You should done it and provide a small sample lecture (which you prepare much more than your average lecture) and don't have to suck at it. After this checkbox, the differentiating factors are about citations and how much grant money you can/could/do have... (Western Europe, maybe somewhere else it's different).
vkazanov
Oh don't you worry, most of them are like that almost everywhere.
friendzis
There is a box to tick to keep tenure. Academics tick that box.
System behaves as designed. Situation normal: all fucked up.
Davidbrcz
Can't read the article, but it's about postdoc.
- Many people who did a PhD and didn't want to do research don't do a postdoc
- I would say, "40% have left so far'. Following the same cohort for a few years might yield even higher numbers (because as long you haven't made your mind about quitting research, you are still a postdoc and not accounted for leaving, even it's your 10th year...).
puppycodes
what does it mean to "leave" acadamia? Like it somehow goes away if your not part of an institution?
laurent_du
Hard to believe that there is 6 available seats in academia for every 10 postdoc.
Ekaros
Lot of seats are basic researchers. Chasing after grant after grand or doing some work for someone else.
oefrha
I’m surprised the number is as low as 40%. You can’t help but question your existence when you, always the top of your class growing up and graduated college with distinctions, are making $50k a year (that was the postdoc salary at my very prestigious department at Princeton less than a decade ago) at a ripe old age of almost 30 and eyeing yet another term of postdoc.
kurthr
I'm shocked it's that low. I suppose, it's limited by the number and motivations of people who apply for postdocs, but the amount of soul crushing disappointment and borderline abuse of postdocs is legendary.
dr_dshiv
Logic checks out. Not everyone should be a professor. The question is: should they have done a PhD and postdoc?
OldGuyInTheClub
Sample of one: No regrets. It was a tough regimen and I got filtered out of academia. But, I grew immensely throughout the path and got to be around some exceptional minds. I shoulda/coulda have worked harder and been more daring.
bigbacaloa
It's like being a professional athlete. Until you get to the first division you don't know if you have what it takes and no one else does either.
OldGuyInTheClub
I think that's generally true but I've noticed that there are a couple of people in every cohort who have the right stuff. They're good and everyone knows it, including themselves.
Glad this post was revived after being dead for some reason.
My spouse is a molecular biologist pursuing her PhD in RNA therapy. She works ~2x longer and 10x harder than I do, with only a third of the yield. You can only sustain that for so long. She's in academia solely because she's good at it. However, there are a few things I've observed from the sidelines:
- PIs can make your life absolutely miserable for no reason, and it's difficult to switch labs if you're otherwise making good progress.
- The pay is poor, and professors often joke about how cheap PhD students and postdocs are.
- A significant amount of time is wasted on internal politics, such as deciding whose name appears on a paper and in what order.
- Pursuing irrelevant papers just to secure tenure is common.
- Bullying from other academics happens more often than most are willing to admit.
- PIs often treat their subordinates like high school students, expecting them to work weekends for "research" and forgo vacations.
- It's true that many join academia because they didn't know what else they could do.
It's exhausting, and there are better ways to make a living. She plans to leave academia as soon as possible.