Is this the right time to pursue a PhD in Machine Learning?

Question

Hi all, I have an offer to pursue a PhD in Computer Science (Machine Learning) from a top-4 CS school (Stanford/CMU/MIT/Berkeley) starting this Fall. My research interests lie in interpretability, adversarial robustness, privacy and fairness in machine learning. My eventual goal is to have a long-term career in industry research in machine learning as a research engineer/scientist.While I love research, I do have a fear of missing out on how hot the AI/ML in industry is right now with excitement in all areas - robotics, web agents, coding assistants etc. I'm looking for advice on choosing between the two options1. *Ditch PhD*. Is the right time to jump on the industry bandwagon (ditch PhD) ? I'm considering joining an early stage startup in AI/ML as a founding engineer.2. *Go for PhD* Is continuing for a PhD the better option for the long term ?

findingMeaning · Accepted Answer

Well if you are getting at the top, go for it. You will build more credibility and trust from top universities rather than working on some startup. If the startup happens to be like OAI, then choose that one. The rate you learn at startups is something else.A good idea would be to try research in academia for 2 years, see if you like it not, then drop out with a Masters. If you are a citizen of the states, why not do both? Work at startup and pursue PhD as a hobby? Pretty sure you are capable of doing that.

hpagey · Answer

You can enter the program and if you don't like it you can always drop out and join slightly stable(Series B / Series C) startup. You will have amazing network. Startups by very definition in failure mode until they crack PM fit, especially the early stage one.

magic_man · Answer

If you are going to into a top 4 school it is something that will look good on your resume unless you already went harvard, stanford, etc. The Research community seems to like phds from prestigious schools.

ActorNightly · Answer

https://www.happyschools.com/bachelors-vs-masters-vs-phd/
Generally, advanced degrees are worth it for areas where you can't get the resources to learn yourself.
CS is unique in this case because all you need to learn everything computer science is a laptop.

aborsy · Answer

Stanford and MIT are offers that you shouldn&rsquo;t turn down.You can work on an industrial project, as if you are in a company, and make friends with great people!

sircastor · Answer

Generally the industry is in a down turn right now (though AI is pretty hot). It might take a bit for it to recover. If you pursue a PhD you&rsquo;ll be in good shape to go into corporate research when things are moving again.Also, public research desperately needs some more material. It&rsquo;s been consumed by the private space too much.

sk11001 · Answer

For you yes - you're interested in research and have an offer from a top university - take it.

piku · Answer

Do PhD if you want to be professor, otherwise masters is enough imho

ericjmorey · Answer

Seems like you want to go work on the start-up.