Cashier vs Therapist / Counsellor: which is more exposed to AI?
53 points apart. These are not comparable risk profiles.
Cashier sits at 72% time-weighted AI exposure against 19% for Therapist / Counsellor, a 53-point gap driven by the 48% of cashier work time that current models can already substitute outright. Therapist / Counsellor holds a larger human-critical core — 78% of the role's time sits in work like "crisis intervention" that models score poorly on. The two sit in different families — Sales & Retail and Healthcare — so any move between them is a career change, not a lateral step.
Seven dimensions, side by side.
What actually creates the gap.
Cashiers spend 48% of their time-weighted week on tasks a current model can produce end-to-end, against 0% for Therapist / Counsellors. The single largest contributor is "process card payments", graded at 90% and worth 10% of the role's time. That one task accounts for more of the gap than any difference in seniority, tooling, or industry.
- Process card payments90% · 10% time
- Scan and ring up items88% · 30% time
- Enter returns and receipts84% · 8% time
- Assist customers needing extra help12% · 4% time
- Resolve customer disputes26% · 8% time
- Spot-check fraud and theft30% · 4% time
- Crisis intervention4% · 14% time
- Conduct therapy sessions6% · 38% time
- Group therapy facilitation8% · 6% time
Both roles lean on social — that is the part of your experience that travels intact. The real divide is judgement: Therapist / Counsellors score 92 there against 24 for Cashiers, a 68-point spread. That is the gap you would actually have to close.
| DIMENSION | CASHIER | THERAPIST / COUNSELLOR |
|---|---|---|
| Judgement | 24 | 92 |
| Creative | 8 | 54 |
| Procedural | 88 | 44 |
Neither role lists the other as a mapped adjacent career, and the capability profiles sit 47 points apart on average. Treat a move between them as a genuine career change with a retraining cost, not as a hedge against AI exposure.
Score your own exposure in 8 questions →Common questions.
Is Cashier or Therapist / Counsellor more at risk from AI?
Cashier. It scores 72% time-weighted AI exposure against 19% for Therapist / Counsellor — a 53-point gap. 48% of cashier work time is already fully substitutable by current models, versus 0% for Therapist / Counsellors.
Which pays more, Cashier or Therapist / Counsellor?
Therapist / Counsellor, by roughly $29k at the median ($58k versus $29k). Note that the higher-paying role here is also the less AI-exposed one, which matters if you are weighing pay against durability.
Can a cashier switch to being a therapist / counsellor?
Neither role lists the other as a mapped adjacent career, and the capability profiles sit 47 points apart on average. Treat a move between them as a genuine career change with a retraining cost, not as a hedge against AI exposure.
Which role is growing faster, Cashier or Therapist / Counsellor?
Therapist / Counsellor, at 19% projected ten-year growth versus -11% — a 30-point difference. Growth and AI exposure are separate signals: a role can grow in headcount while the content of the work is substantially rewritten.