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

Maths teacher

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
Plan, the worksheet and the typical error.
Estimate

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

16%40%+6.4
Board, the silence and the one who is lost.
Estimate

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

18%14%+2.5
Exam, the markscheme and not giving the pass away.
Estimate

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

16%28%+4.5
Resit, the one who quits and not leaving them.
Estimate

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

16%22%+3.5
The family, 'I was bad at it too', and not shutting the door.
Estimate

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

18%18%+3.2
That they understand, and not copying the answer.
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

  • maths worksheets
  • the board
  • typical errors
  • maths exams
  • resits
  • markscheme
  • algebra
  • problems

Sources for this job· O*NET 25-2031.00· ESCO/ISCO 2330

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