IS WORK OVER?

Automation index

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

A colour card comes earlier. A finish that does not show the grain the wrong way does not.

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

Task comparison

Varnisher

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
Colour cards, ranges and orders.
Estimate

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

16%32%+5.1
Sand, stain, apply and dry.
Estimate

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

22%10%+2.2
Booth, filters and dust.
Estimate

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

16%14%+2.2
Cabinetmaker, deadlines and touch-up.
Estimate

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

16%22%+3.5
Repairs in the home and on site.
Estimate

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

16%18%+2.9
Not delivering a piece with orange peel.
Estimate

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

14%14%+2
Total100%18%

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

Skills and activities

  • Colour cards, ranges and orders
  • Sand, stain, apply and dry
  • Booth, filters and dust
  • Cabinetmaker, deadlines and touch-up
  • Repairs in the home and on site
  • Not delivering a piece with orange peel
  • barnizador
  • lacador
  • varnisher

Sources for this job· O*NET 51-9123.00· ESCO/ISCO 7522

Scrum master

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
Facilitate ceremonies, boards and notes.
Estimate

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

20%45%+9
Flow metrics and impediment reports.
Estimate

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

16%38%+6.1
Team coaching and internal conflict.
Estimate

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

18%15%+2.7
Protect the sprint from interruptions.
Estimate

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

16%12%+1.9
Train PO and managers in the method.
Estimate

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

16%18%+2.9
Change the system, not just the ritual.
Estimate

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

14%16%+2.2
Total100%25%

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

Skills and activities

  • Facilitate ceremonies, boards and notes
  • Flow metrics and impediment reports
  • Team coaching and internal conflict
  • Protect the sprint from interruptions
  • Train PO and managers in the method
  • Change the system, not just the ritual
  • scrum master
  • agile coach

Sources for this job· O*NET 13-1111.00· ESCO/ISCO 2421

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