Accountant vs Warehouse Worker: which is more exposed to AI?
A 26-point gap separates these roles — Warehouse Worker is the more defensible seat.
Accountant sits at 71% time-weighted AI exposure against 45% for Warehouse Worker, a 26-point gap driven by the 51% of accountant work time that current models can already substitute outright. Warehouse Worker holds a larger human-critical core — 48% of the role's time sits in work like "load and unload trucks" that models score poorly on. The two sit in different families — Business & Finance and Transportation — so any move between them is a career change, not a lateral step.
Seven dimensions, side by side.
What actually creates the gap.
Accountants spend 51% of their time-weighted week on tasks a current model can produce end-to-end, against 14% for Warehouse Workers. The single largest contributor is "data entry and transaction recording", graded at 97% and worth 15% of the role's time. That one task accounts for more of the gap than any difference in seniority, tooling, or industry.
- Data entry and transaction recording97% · 15% time
- Reconcile accounts92% · 12% time
- Generate financial statements88% · 10% time
- Tax return preparation81% · 14% time
- Stakeholder communications14% · 7% time
- Fraud investigation18% · 5% time
- Strategic financial advisory21% · 14% time
- Scan inventory and update systems84% · 14% time
- Load and unload trucks12% · 12% time
- Maintain safety and housekeeping16% · 8% time
- Handle exceptions and damaged goods18% · 12% time
Both roles lean on procedural — that is the part of your experience that travels intact. The real divide is manual: Warehouse Workers score 92 there against 8 for Accountants, an 84-point spread. That is the gap you would actually have to close.
| DIMENSION | ACCOUNTANT | WAREHOUSE WORKER |
|---|---|---|
| Manual | 8 | 92 |
| Cognitive | 74 | 34 |
| Creative | 28 | 12 |
Neither role lists the other as a mapped adjacent career, and the capability profiles sit 39 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 Accountant or Warehouse Worker more at risk from AI?
Accountant. It scores 71% time-weighted AI exposure against 45% for Warehouse Worker — a 26-point gap. 51% of accountant work time is already fully substitutable by current models, versus 14% for Warehouse Workers.
Which pays more, Accountant or Warehouse Worker?
Accountant, by roughly $39k at the median ($78k versus $39k). Note that the higher-paying role here is also the more AI-exposed one, which matters if you are weighing pay against durability.
Can a accountant switch to being a warehouse worker?
Neither role lists the other as a mapped adjacent career, and the capability profiles sit 39 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, Accountant or Warehouse Worker?
Warehouse Worker, at 5% projected ten-year growth versus 4% — a 1-point difference. Growth and AI exposure are separate signals: a role can grow in headcount while the content of the work is substantially rewritten.