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Do you need a PhD to work at a frontier AI lab?
We looked at the 956 people in our data whose first frontier AI lab job we can see (OpenAI, Anthropic, Google DeepMind, Mistral and others) and what degree they held when they joined, compared with 1024 people joining Big Tech.
25%
of frontier-lab joiners had a PhD (of those listing education)
22%
of Big Tech joiners had a PhD
51%
of research hires at labs had a PhD
- Short answer: not for most roles. 75% of people joining a frontier AI lab (who list their education) did not have a PhD when they joined.
- Overall, a PhD is about as common at labs as at Big Tech: 25% vs 22%.
- It depends on the role: 51% of research hires had one, against 10% of engineering hires.
Degree shares are among people who list their education.
Degrees of people joining frontier AI labs
Show as a table
| People | Share | |
|---|---|---|
| Bachelor's | 200 | 33% |
| Master's | 213 | 35% |
| MBA | 49 | 8% |
| PhD | 151 | 25% |
Compared with Big Tech
Show as a table
| People | Share | |
|---|---|---|
| Bachelor's | 234 | 37% |
| Master's | 198 | 31% |
| MBA | 64 | 10% |
| PhD | 144 | 22% |
It depends on the role
Roles with at least 20 joiners who list their education.
Show as a table
| People | Share | |
|---|---|---|
| Research | 69 | 51% |
| Data science & ML | 17 | 40% |
| Member of technical staff | 24 | 26% |
| Engineering | 2 | 10% |
Lab by lab
Labs with at least 20 joiners who list their education.
Show as a table
| People | Share | |
|---|---|---|
| Google DeepMind | 41 | 69% |
| Cohere | 12 | 35% |
| Hugging Face | 11 | 32% |
| Stability AI | 11 | 31% |
| World Labs | 12 | 31% |
| Sakana AI | 11 | 30% |
| Physical Intelligence | 7 | 27% |
| OpenAI | 9 | 24% |
| EleutherAI | 7 | 21% |
| Skild AI | 7 | 19% |
| Anthropic | 4 | 16% |
| Black Forest Labs | 2 | 9% |
| Cognition | 2 | 7% |
| Mistral AI | 2 | 6% |
| Poolside | 1 | 4% |
| Perplexity | 0 | <1% |
What would it take for you?
Pick any lab as your goal and see the ladders people with your background climbed to get there.
See my path to an AI lab →
Pick any lab as your goal and see the ladders people with your background climbed to get there.
See my path to an AI lab →
How these numbers are made. From 3k+ public career histories collected for careerladder.fyi (dated jobs, degrees and publications). The collection was built around particular employers, so people who reached well-known tech, AI and finance employers are over-represented: read shares as "among people in this dataset", not as hiring odds. Names are shown only when at least 5 people are behind them; smaller groups are combined into "Other". No individual profile is shown. Updated November 2026.