IS WORK OVER?

Automation index

How much of a Shelf replenisher’s job can AI already do?

A wave comes earlier. Filling the shelf without blocking the aisle do not.

This percentage does not predict how many people will lose their jobs.

Task comparison

Shelf replenisher

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
Wave, location and the cage.
Estimate

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

16%36%+5.8
Shelf, date and the one at the back.
Estimate

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

22%10%+2.2
Aisle, the customer and not blocking.
Estimate

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

16%22%+3.5
Out of stock, calling it and the gap.
Estimate

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

16%28%+4.5
The peak, overtime and not mixing batches.
Estimate

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

16%18%+2.9
Shelf full, and aisle clear.
Estimate

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

14%12%+1.7
Total100%21%

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

Skills and activities

  • waves
  • the shelf
  • dates
  • aisles
  • stock-outs
  • cages
  • batches
  • gaps

Sources for this job· O*NET 43-5081.00· ESCO/ISCO 9334

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

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