Automation index

How much of a Payroll clerk’s job can AI already do?

A payroll engine comes earlier. Paying right without leaving anyone at zero do not.

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

Task comparison

IS WORK OVER?

27%

AI can already do 27% of this job.

#183 / 623

Payroll clerk

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
Starters, variables and the engine. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Incidents, the missed day and overtime. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Social security, tax and the month’s return. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Query, the payslip and the one who does not get it. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The close, the rush and not paying twice. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Pay right, and not leaving anyone at zero. Estimate No 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

IS WORK OVER?

25%

#223 / 623

Winemaker

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. 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
Total	100%		25%

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