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?
Air cargo agent
27%
#129 / 633
View rankingAir cargo agent
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 |
|---|---|---|---|
AWB, weight and the flight.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Acceptance, screening and what cannot fly.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
ULD, build-up and the cut-off.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 36% | +5.8 |
Customs, transits and the one that misses the flight.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The client, the urgent and not overbooking the hold.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Board on time, and not leaving it on the ramp.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 27% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- AWB
- cargo screening
- ULD
- cut-off
- build-up
- air transits
- weight and volume
- the hold
Sources for this job· O*NET 43-5011.00· ESCO/ISCO 3331