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.
#446 / 643
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?
Nanny
13%
#641 / 643
View rankingNanny
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 |
|---|---|---|---|
Planning, errands and notes to the family.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 28% | +3.9 |
Activities, homework and planned play.EstimateNo public source provides a precise figure. This is our estimate. | 12% | 22% | +2.6 |
Care, feed and settle the child.EstimateNo public source provides a precise figure. This is our estimate. | 26% | 6% | +1.6 |
Safety, fever and first aid.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 8% | +1.3 |
Boundaries with parents and the house.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 10% | +1.6 |
Bond, patience and consistency.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 13% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Planning, errands and notes to the family
- Activities, homework and planned play
- Care, feed and settle the child
- Safety, fever and first aid
- Boundaries with parents and the house
- Bond, patience and consistency
- ninera
- nanny
- canguro
- au pair
Sources for this job· O*NET 39-9011.00· ESCO/ISCO 5311