Automation index
How much of a Sommelier’s job can AI already do?
A list and a standard pairing write fast. Tasting, selling the bottle, and reading the table do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Sommelier
21%
AI can already do 21% of this job.
#437 / 633
View rankingSommelier
Where the time goes
Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.
The time saving for each task is estimated separately.
| Task | Share | AI | Points |
|---|---|---|---|
Build the list, sheets and standard pairings.EstimateNo public source provides a precise figure. This is our estimate. | 20% | 40% | +8 |
Orders, cellar and stock.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Taste, buy and negotiate with the importer.EstimateNo public source provides a precise figure. This is our estimate. | 20% | 12% | +2.4 |
Table service and suggestive selling.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 10% | +1.6 |
Train floor staff and handle a wine complaint.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 14% | +2 |
Events, tastings and house relations.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 16% | +2.2 |
| Total | 100% | 21% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Orders, cellar and stock
- Taste, buy and negotiate with the importer
- Table service and suggestive selling
- Events, tastings and house relations
- sommelier
- sumiller
- carta de vinos
Sources for this job· O*NET 35-1012.00· ESCO/ISCO 5131
IS WORK OVER?
Massage therapist
17%
#593 / 633
View rankingMassage therapist
Where the time goes
Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.
The time saving for each task is estimated separately.
| Task | Share | AI | Points |
|---|---|---|---|
Bookings, charts and consent.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 32% | +4.5 |
Massage, pressure and tissue work.EstimateNo public source provides a precise figure. This is our estimate. | 24% | 8% | +1.9 |
Assess complaint, contraindication and referral.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Explain posture and exercises.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Couch hygiene, oils and the room.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
The therapist’s body and not injuring anyone.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 16% | +2.2 |
| Total | 100% | 17% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Bookings, charts and consent
- Massage, pressure and tissue work
- Explain posture and exercises
- Couch hygiene, oils and the room
- masajista
- massage therapist
Sources for this job· O*NET 31-9011.00· ESCO/ISCO 3255