Automation index
How much of a Winemaker’s job can AI already do?
A lab panel and a batch come earlier. Tasting, blending and signing the vintage do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Winemaker
25%
AI can already do 25% of this job.
#223 / 633
View rankingWinemaker
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 |
|---|---|---|---|
Lab work, densities and fermentation control.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Tasting, blending and the call on the vintage.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Vineyard, ripeness and when to pick.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 22% | +4 |
Ageing, barrel, filtration and bottling.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Cellar, records and the board’s visit.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Signing the vintage and owning the bottle.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
- make wine
- taste musts
- blend wines
- control fermentation
- decide harvest
- age in barrel
- bottle
- sign the vintage
Sources for this job· O*NET 19-1012.00· ESCO/ISCO 2145
IS WORK OVER?
CNC machinist
24%
#275 / 633
View rankingCNC machinist
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 |
|---|---|---|---|
Program, simulate and document the cycle.EstimateNo public source provides a precise figure. This is our estimate. | 20% | 45% | +9 |
Work orders, paper metrology and batches.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Set up, set zeros and start.EstimateNo public source provides a precise figure. This is our estimate. | 20% | 14% | +2.8 |
Measure, adjust and not break a tool.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Maintenance, swarf and safety.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 16% | +2.2 |
Talk to engineering when the drawing lies.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 15% | +2.1 |
| Total | 100% | 24% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Program, simulate and document the cycle
- Work orders, paper metrology and batches
- Set up, set zeros and start
- Measure, adjust and not break a tool
- Maintenance, swarf and safety
- Talk to engineering when the drawing lies
- cnc
- operario cnc
- fresador
- tornero cnc
Sources for this job· O*NET 51-4041.00· ESCO/ISCO 7223