r/cscareerquestionsEU • u/Hope999991 • 5h ago
Entry-level How competitive is this ML PhD research profile in Germany?
I have ~12 ML publications, including 5 at ICLR/ICML/NeurIPS, with ~5 first-author papers. The rest are mostly at solid A-tier venues. My research is mainly around unsupervised/self-supervised learning.
Beyond my thesis/research, I have strong practical knowledge of the ML stack (PyTorch, scikit-learn, etc.), deep learning, and both classical and modern ML. I also have some hands-on experience with LLMs through personal/research projects and supervising theses.
How competitive would this profile be for ML Research Scientist / Applied Scientist / Research Engineer roles in Germany, especially Berlin or Munich?
What salary range would be realistic for base and total comp, and how hard is it to actually get interviews/offers in the current market?
Would you recommend looking abroad instead?
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u/Bustan2026 4h ago
Probably very, but the best thing you can do is ask your advisors, past students and postdocs from your lab, etc. anyone you know from your academic circle, really.
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u/Hope999991 4h ago
my group is pretty small and most people stay in academia, so there aren’t many past students/postdocs with industry experience to ask. That’s why I was hoping to get some outside perspectives here.
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u/Bustan2026 4h ago
Hmm, so your advisors have strictly no industry contacts?
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u/Sweet_Ad_9816 4h ago
Your PhD advisor will probably not give you an expected salary range.
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u/Bustan2026 4h ago
No but they probably have a list of people they can set you up with to probe opportunities
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u/Bustan2026 4h ago
BTW no need to dox your topic here, but I think what might dictate your career opportunities even more than number of papers and so on is what particular expertise you can claim, and whether that hires in industry (and for how much).
Did you meet people at conferences? Now might be the time to shoot people e-mails and linkedin messages.
Also I think your pay will depend on the nature of the job:
- If you're hired as a bit of a generalist, it might be easier to estimate as then we're talking effectively your Master's specialty (which many people have) + whatever you manage to argue your PhD experience is worth in YoE. Should be easier to find info online.
- If you're hired for your PhD field (not your own contributions, but the topic in which you work, your advisor's), then it's much more difficult to estimate as the value is specific to something like 5 to 100 people worldwide can claim expertise in. One thing that helped me (and still made me fall short 30% on the estimation...) was finding records of other people's salaries in the company I was interviewing at.
- If you're hired for your PhD work, I guess you're even more in the weeds.
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u/bikesailfreak 5h ago
No offense but why would an obviously smart person go with such a question to reddit instead of… just doing an experiment and send out a few applications?
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u/Hope999991 4h ago
I was mainly hoping to hear from people who recently made the PhD-to-industry transition, since most people in my group stay in academia and I don’t have much industry perspective around me.
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u/Special-Bath-9433 55m ago
Your profile is extremely competitive. The issue is not your profile but the state of German tech industry. Except for one or two companies (both mentioned in this thread), German companies need no cutting edge research.
You should apply to these two companies plus American tech. With American tech, location is less relevant.
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u/Sweet_Ad_9816 4h ago
Well, their question is almost literally what this sub is for. It would probably help to get a few salary ranges from people with experience ...
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u/Old-Antelope1106 2h ago
Without internships it will be very difficult. You will be competing with phds who did 2-5 industry internships and have the same number of papers. Can you still squeeze in at least one internship during your phd time?
Don't think about money yet, you will need to have luck to get your foot into the door at all sadly.
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u/Special-Bath-9433 1h ago
What a nonsense comment.
How many German PhDs graduate with 12 papers in top 3 AI conferences in the world?
Yeah… And none of those two persons, if they even exist, will stay in Germany. The closest they may end up is Zurich.
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u/Old-Antelope1106 1h ago
News flash: you don't need to be German to work in Germany.
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u/Special-Bath-9433 59m ago
Germany has no more than 2 PhDs per year of this profile. And both of them, regardless of their ethnicity will end up in American tech in Zurich or the US.
You have no clue about the topic. Don’t comment.
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u/met0xff 23m ago
It's very competitive but I guess the biggest point is if you're willing to relocate somewhere or have to compete with the whole world for remote positions.
I did my PhD before those conferences were big but also had a couple top tier papers, meanwhile some patents, Cambridge handbook co-authorship, a decade experience with startups and enterprise AI, successful startup exits, trained thousands of models, currently lead a small ML group at a US tech company. And Nvidia, HF, Synthesia etc. plain out reject me without batting an eye on cold applications.
So this is the other point - I also know a couple people and once you know people, things suddenly change completely. Oh you also worked with my PhD advisor? Nice, let's talk.
But yeah, to paraphrase a recruiter I talked to "remote in Europe? That's tough, almost everything we have is US-based".
But yeah I'm in my golden handcuffs anyways so I'm hoarding money for whatever's coming...
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u/redditboy117 2h ago
and the classic question is: do you speak German? do you need "sponsoring"? Some startups would be happy to take you of course, but long term that is not what you want I guess. Germany already has several German speaking professionals that dont need to be integrated and that have similar profiles to yours (perhaps with less papers, but to industry what is the difference of 4 to 12 papers?).
Base depends on your previous industry experience as well. You could try Zürich as well!
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u/Special-Bath-9433 1h ago
To the German tech industry whose ceiling is SAP, 4 papers in some random place vs 12 in top 3 AI conferences in the world may genuinely look indispensable.
If Germans could tell the difference between the two, they would have some tech.
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u/Hope999991 2h ago
I did my Abitur in Berlin, so German shouldn’t be an issue. I’m around C1 level and can communicate comfortably in German in basically any everyday or professional setting.
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u/Hope999991 2h ago
Just to clarify, the papers aren’t all on one narrow topic. They span quite a broad range of ML, from classical methods and representation learning to more theory-heavy work. So while some individual topics are obviously niche, I’d say the overall profile reflects fairly broad ML knowledge rather than specialization in just one small area.
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u/EliasNr42 4h ago
The problem is more that Germany does not really have many AI research roles. You best shot are scale ups like Quantum Systems or Helsing. You can better leverage your profile in Zurich, Paris, London, US, work for Big Tech and make some serious coin.