← Risk register SOC 19-3039 · reviewed 2026-08-11

Psychologists, All Other

18,820 US workers · median $110,840/yr · Science

EXPOSED

This residual category bundles forensic, health, sport, developmental, and research psychologists — the modal worker sits in government, hospital, university, or consulting settings doing assessment, program evaluation, research design, and report writing rather than a full-time therapy caseload. Literature review, survey and test-score analysis, protocol drafting, and first-draft evaluation reports are now cheap for AI, which hollows out a large share of billable hours. What holds is the in-person clinical interview and behavioral observation, expert testimony and defensible sign-off on high-stakes determinations (custody, fitness-for-duty, risk of violence), and ownership of interpretive calls where instruments disagree — though only the licensed subset carries a real regulatory shield, and that shield is a policy choice, not physics.

10-year outlook: Report and analysis hours compress sharply over the next decade while demand for licensed humans who conduct in-person assessments and defend high-stakes opinions holds steady, so the occupation splits between a shrinking research-writing tier and a durable licensed-determination tier.

Score — 54/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 11 + 6 + 10 + 13 + 14 = 54.

Task resistance 11/20

Mixed — a routine tier and a judgment tier. At 11 the split is roughly even: the literature synthesis, scale scoring, norm comparison, regression on program-evaluation data, and boilerplate sections of a psychological report are already machine work, while the structured clinical interview, behavioral observation of a child or a police officer under stress, and cross-examination-proof formulation of findings still require a person in the room.

Embodiment 6/20

Some physical or field component. A 6 reflects travel to jails, schools, clinics, training facilities and courtrooms plus hands-on test administration — WAIS blocks, gait or exertion protocols, developmental play tasks — but the environments are booked rooms with controlled conditions, and most of the week is still spent at a desk writing.

Liability shield 10/20

Certification preferred, not legally required. 10 is the honest average of a mixed group: forensic and health psychologists in this residual bucket typically hold state licences and their signature on a fitness-for-duty or risk assessment is personally discoverable, but sport consultants, program evaluators, and PhD research psychologists in this same SOC code often practise under titles that no state licensing board controls.

Trust premium 13/20

The human relationship is the product. 13 sits at the point where relationship becomes the deliverable: a judge, a general counsel, a team's coaching staff, or a school district retains a specific named psychologist whose prior testimony and reputation they trust, and referral streams follow the individual rather than the practice — but unlike a therapist's caseload, most engagements are episodic and end when the report is filed.

Judgment & accountability 14/20

Exists to be accountable for ambiguous calls. 14 is earned by the calls with no clean answer and real consequences — recommending a custody arrangement, declaring an officer unfit to return to duty, estimating violence risk when the PAI and the collateral records disagree, deciding whether a validity scale means malingering — where the psychologist names one conclusion and defends it under oath.

Confidence: medium · reviewed 2026-08-11 · how scoring works

Tasks already automatable

What survives

Active moats: licensure, trust, judgment

How to future-proof this job

Escape hatches — adjacent fields with better verdicts

Computed from U.S. Dept. of Labor O*NET skill profiles: high overlap with what you already do, materially higher resistance score.

Psychiatrists SAFE · 76/100 · you already have ~92% of the skill profile

Skills to close: Operations Analysis, Science, Coordination

Clinical and Counseling Psychologists SAFE · 71/100 · you already have ~91% of the skill profile

Skills to close: Reading Comprehension

Healthcare Diagnosing or Treating Practitioners, All Other SAFE · 74/100 · you already have ~90% of the skill profile

Skills to close: Operations Analysis

Field report — do you do this job?

Has AI actually changed your work?

Self-reported and unverified — a sentiment signal, not a survey. One response per person per occupation; you can change your answer.

From people who do this job

Nobody has filed one yet. If you do this work, you know things the rubric can't see.

What has actually changed in your work?

Concrete beats general: a tool that arrived, a task that moved, a headcount decision you watched happen. Don't include anything that identifies you or your employer if that would put you at risk.