IS WORK OVER?

Automation index

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

A planogram comes earlier. A shelf that sells without looking empty do not.

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

Task comparison

Merchandiser

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
Planogram, facings and the shelf.
Estimate

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

16%40%+6.4
Store, replenish and the one who will not follow the plan.
Estimate

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

18%14%+2.5
Promo, the extra and the one that falls.
Estimate

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

16%28%+4.5
Data, sell-out and not inflating facings.
Estimate

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

16%22%+3.5
The store manager, the space and fighting for the gap.
Estimate

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

18%18%+3.2
That the shelf sells, and not empty.
Estimate

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

16%12%+1.9
Total100%22%

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

Skills and activities

  • planograms
  • facings
  • the shelf
  • sell-out
  • promos
  • replenish
  • store space
  • gaps

Sources for this job· O*NET 41-9011.00· ESCO/ISCO 5223

Payroll clerk

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
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
Total100%27%

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

Skills and activities

  • payroll starters
  • variables
  • income tax
  • social security
  • payslips
  • overtime
  • payroll close
  • incidents

Sources for this job· O*NET 43-3051.00· ESCO/ISCO 4313

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