IS WORK OVER?

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

Winemaker

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.

TaskShareAIPoints
Lab work, densities and fermentation control.
Estimate

No public source provides a precise figure. This is our estimate.

16%40%+6.4
Tasting, blending and the call on the vintage.
Estimate

No public source provides a precise figure. This is our estimate.

18%18%+3.2
Vineyard, ripeness and when to pick.
Estimate

No public source provides a precise figure. This is our estimate.

18%22%+4
Ageing, barrel, filtration and bottling.
Estimate

No public source provides a precise figure. This is our estimate.

16%32%+5.1
Cellar, records and the board’s visit.
Estimate

No public source provides a precise figure. This is our estimate.

16%28%+4.5
Signing the vintage and owning the bottle.
Estimate

No public source provides a precise figure. This is our estimate.

16%14%+2.2
Total100%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

Soldier

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.

TaskShareAIPoints
Logs, written orders and paper logistics.
Estimate

No public source provides a precise figure. This is our estimate.

16%32%+5.1
Classroom drill and simulators.
Estimate

No public source provides a precise figure. This is our estimate.

14%22%+3.1
Physical drill, weapons and field.
Estimate

No public source provides a precise figure. This is our estimate.

22%6%+1.3
Operations, watch and deployment.
Estimate

No public source provides a precise figure. This is our estimate.

18%8%+1.4
Unit life, discipline and comrades.
Estimate

No public source provides a precise figure. This is our estimate.

16%10%+1.6
Command or be commanded in a real incident.
Estimate

No public source provides a precise figure. This is our estimate.

14%12%+1.7
Total100%14%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low

Skills and activities

  • Logs, written orders and paper logistics
  • Classroom drill and simulators
  • Physical drill, weapons and field
  • Operations, watch and deployment
  • Unit life, discipline and comrades
  • Command or be commanded in a real incident
  • militar
  • soldado
  • soldier
  • ejercito

Sources for this job· O*NET 55-1011.00· ESCO/ISCO 0110

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