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?
Nail technician
18%
#583 / 633
View rankingNail technician
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 design catalogue.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Prep, apply gel and file.EstimateNo public source provides a precise figure. This is our estimate. | 24% | 10% | +2.4 |
Hygiene, files and lamp.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Advise on shape, colour and aftercare.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Remove, repair and damaged nails.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 16% | +2.2 |
Not leaving an infection or a lift.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 14% | +2 |
| Total | 100% | 18% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Bookings, charts and design catalogue
- Prep, apply gel and file
- Hygiene, files and lamp
- Advise on shape, colour and aftercare
- Remove, repair and damaged nails
- Not leaving an infection or a lift
- tecnico de uñas
- manicurista
- nail technician
Sources for this job· O*NET 39-5092.00· ESCO/ISCO 5142