Administrative Assistant vs Chef / Cook: which is more exposed to AI?
66 points apart. These are not comparable risk profiles.
Administrative Assistant sits at 84% time-weighted AI exposure against 18% for Chef / Cook, a 66-point gap driven by the 56% of administrative assistant work time that current models can already substitute outright. Chef / Cook holds a larger human-critical core — 78% of the role's time sits in work like "food preparation and cooking" that models score poorly on. The two sit in different families — Office & Administrative and Hospitality & Food — so any move between them is a career change, not a lateral step.
Seven dimensions, side by side.
What actually creates the gap.
Administrative Assistants spend 56% of their time-weighted week on tasks a current model can produce end-to-end, against 0% for Chef / Cooks. The single largest contributor is "schedule meetings and manage calendars", graded at 91% and worth 18% of the role's time. That one task accounts for more of the gap than any difference in seniority, tooling, or industry.
- Schedule meetings and manage calendars91% · 18% time
- Draft emails, memos, and documents88% · 16% time
- Prepare meeting notes and summaries86% · 10% time
- Organize files and maintain records84% · 12% time
- Handle confidential judgment calls14% · 4% time
- Support executives and teams in person18% · 8% time
- Screen sensitive calls and visitors24% · 10% time
- Food preparation and cooking4% · 48% time
- Kitchen team leadership8% · 16% time
- Guest interaction and feedback10% · 6% time
Both roles lean on procedural, social, cognitive — that is the part of your experience that travels intact. The real divide is manual: Chef / Cooks score 96 there against 18 for Administrative Assistants, a 78-point spread. That is the gap you would actually have to close.
| DIMENSION | ADMINISTRATIVE ASSISTANT | CHEF / COOK |
|---|---|---|
| Manual | 18 | 96 |
| Creative | 32 | 84 |
| Judgement | 56 | 74 |
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 Administrative Assistant or Chef / Cook more at risk from AI?
Administrative Assistant. It scores 84% time-weighted AI exposure against 18% for Chef / Cook — a 66-point gap. 56% of administrative assistant work time is already fully substitutable by current models, versus 0% for Chef / Cooks.
Which pays more, Administrative Assistant or Chef / Cook?
Chef / Cook, by roughly $12k at the median ($58k versus $46k). 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 administrative assistant switch to being a chef / cook?
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, Administrative Assistant or Chef / Cook?
Chef / Cook, at 9% projected ten-year growth versus -8% — a 17-point difference. Growth and AI exposure are separate signals: a role can grow in headcount while the content of the work is substantially rewritten.