Cashier vs Software Engineer: which is more exposed to AI?
Cashier carries 5 points more AI exposure than Software Engineer.
Cashier sits at 72% time-weighted AI exposure against 67% for Software Engineer, a 5-point gap driven by the 48% of cashier work time that current models can already substitute outright. Software Engineer holds a larger human-critical core — 20% of the role's time sits in work like "mentor junior engineers" that models score poorly on. The two sit in different families — Sales & Retail and Computer & Math — 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 32% for Software Engineers. 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
- Write boilerplate & CRUD code92% · 14% time
- Generate unit tests from specs88% · 8% time
- Author documentation85% · 6% time
- Translate code between languages81% · 4% time
- Mentor junior engineers11% · 3% time
- Negotiate scope with stakeholders14% · 5% time
- Triage production incidents22% · 4% time
Both roles lean on procedural — that is the part of your experience that travels intact. The real divide is creative: Software Engineers score 61 there against 8 for Cashiers, a 53-point spread. That is the gap you would actually have to close.
| DIMENSION | CASHIER | SOFTWARE ENGINEER |
|---|---|---|
| Creative | 8 | 61 |
| Cognitive | 28 | 78 |
| Manual | 52 | 6 |
Neither role lists the other as a mapped adjacent career, and the capability profiles sit 37 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 Software Engineer more at risk from AI?
Cashier. It scores 72% time-weighted AI exposure against 67% for Software Engineer — a 5-point gap. 48% of cashier work time is already fully substitutable by current models, versus 32% for Software Engineers.
Which pays more, Cashier or Software Engineer?
Software Engineer, by roughly $103k at the median ($132k 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 software engineer?
Neither role lists the other as a mapped adjacent career, and the capability profiles sit 37 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 Software Engineer?
Software Engineer, at 17% projected ten-year growth versus -11% — a 28-point difference. Growth and AI exposure are separate signals: a role can grow in headcount while the content of the work is substantially rewritten.