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It depends entirely on whether the degree leads to a license. A licensed clinical psychologist scores 3.5 out of 10 for AI exposure — among the safest careers we track. A psychology degree with no further qualification scores 7.1, because it leads to general graduate roles carrying ordinary exposure. Psychology has the largest gap in this index between what a degree appears to promise and where it actually goes.
The short answer for parents: the licensed path is excellent, and most psychology graduates never reach it. Psychology is one of the most-taken degrees in the country. The question that matters is not whether psychology is safe — it is whether your child will finish the whole path.
Every career in this index is scored 1–10, where 10 is most exposed to AI. Same six factors, same weights, applied identically to a psychologist and a paramedic.
| Psychology track | 2023 | 2025 | Now | 3-yr move | Band |
|---|---|---|---|---|---|
| Clinical psychologist (licensed) | 2.8 | 3.2 | 3.5 | +0.7 | Low |
| Counselor / psychotherapist (licensed) | 3.2 | 3.5 | 3.9 | +0.7 | Low |
| School psychologist | 3.2 | 3.6 | 4.0 | +0.8 | Low–Mod |
| Research / academic psychology | 5.4 | 5.9 | 6.5 | +1.1 | Mod–High |
| Organizational / HR-adjacent roles | 5.9 | 6.5 | 7.0 | +1.1 | High |
| Degree only, no further qualification | 6.1 | 6.6 | 7.1 | +1.0 | High |
2023 and 2025 figures are reconstructed using current methodology, not archived from past editions.
For scalethe median career in this edition scores around 5.5. Bedside nursing scores 2.8. Entry-level software development scores 8.1.
The 3.6-point spread is the largest in this index between destinations reached from a single degree. Nothing else we score varies this much depending on what a graduate does next.
Not legally, and probably not clinically. But there is a subtler question underneath, and it is the most interesting problem in this profile.
Regulation is actively reinforcing this. Several US states have moved to prohibit AI from delivering licensed therapy — one of very few places in this index where the law is moving toward a profession rather than away from it.
The harder question is volume rather than practice. "Therapy and companionship" is now among the most common uses of general-purpose AI, and a substantial share of young people report using chatbots for mental health support — mostly without telling anyone. None of that competes with a licensed therapist under the same rules. It may, over time, change how many people seek professional help at all.
Our framework measures whether a human must do the work. It does not measure how many humans are needed. That is a real limitation and we state it in the full profile.
How a licensed clinical psychologist rates against each. Ratings are 0–10 on each factor's own terms.
So you can see what the analysis actually looks like.
Does someone need a human they can trust and hold responsible? — rated 9.5
This is the highest rating we give any career on this factor, and it is worth understanding why, because it explains both the strength and the limit of psychology's protection.
Two things are bundled inside this factor. Trust: does the work require a person to be present in a way another person can rely on? Accountability: must a human own the outcome when something goes wrong?
Therapy scores at the top of both. The relationship is not a delivery mechanism for the treatment — it is the treatment, in a way that has no parallel elsewhere in this index. A surgeon's patient wants competence; a therapy client needs to be known by someone. And when a client is at risk of harm, a licensed human carries duty-of-care obligations that no system can hold.
That combination is why the licensed score sits at 3.5 despite a fairly high automatability rating of 6.8. A great deal of what fills a clinician's week — notes, screening, scheduling, outcome measures — is genuinely automatable. It just isn't the part that matters.
But note precisely what this protects. It protects the practice: the requirement that a licensed human performs the work. It does not protect the volume of that work. Someone using a chatbot at 2am instead of booking an appointment has not breached any regulation, and our framework cannot see them.
That is the single clearest gap in our methodology, and psychology is where it shows.
Ranked by exposure, safest first:
This is the question the score is really about, and it deserves a straight answer.
The licensed destinations — clinical psychology, counseling, school psychology, therapy — require graduate study plus supervised practice hours. That is typically six to eight years in total, and much of the training period is low-paid or unpaid, which is a real financial filter rather than an abstract one.
The bachelor's degree on its own is a waypoint, not a career. It is genuinely useful preparation, and it is not a qualification to practice anything. Around 14% of psychology bachelor's holders go on to graduate study in psychology — so the most common outcome of this degree is not clinical practice.
So the honest comparison is not "psychology versus other degrees." For a student unlikely to pursue graduate study, it is "the general graduate job market versus other degrees" — and that market is exposed like any other.
Worth asking any program directly: what proportion of your undergraduates reach licensed practice, and what are the rest doing five years out? The answer is usually smaller than families expect.
And one alternative worth naming. For someone drawn to clinical mental health work rather than to psychology as a discipline, mental health nursing reaches licensed practice in three to four years rather than six to eight, and scores 2.8. It is consistently overlooked by exactly the students who would suit it.
And one alternative worth naming. For someone drawn to clinical mental health work rather than to psychology as a discipline, mental health nursing reaches licensed practice in three to four years rather than six to eight, and scores 2.8. It is consistently overlooked by exactly the students who would suit it.
This sampler tells you where psychology stands. The full profile tells you what to do about it.
Most families are weighing two or three careers seriously, and a few more they haven’t ruled out. Pick the ones you need.
Each includes a short version written directly to the student and the technical scoring appendix. Spring 2027 updates of whatever you buy are included.
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