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?
Political scientist
25%
#254 / 643
View rankingPolitical scientist
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 |
|---|---|---|---|
Briefings, polls and situation notes.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Data, press archive and comparison.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Advise, debate and not sell smoke.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Field, interviews and observation.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Teaching, papers and outreach.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 16% | +2.9 |
Not confusing a headline with a country.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 25% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Briefings, polls and situation notes
- Data, press archive and comparison
- Advise, debate and not sell smoke
- Field, interviews and observation
- Teaching, papers and outreach
- Not confusing a headline with a country
- politologo
- political scientist
Sources for this job· O*NET 19-3094.00· ESCO/ISCO 2633