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

Product owner

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
Write stories, criteria and backlog.
Estimate

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

22%50%+11
Maps, roadmaps and release notes.
Estimate

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

16%40%+6.4
Refine with engineering and design.
Estimate

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

16%18%+2.9
Talk to users and stakeholders.
Estimate

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

16%15%+2.4
Prioritise, cut scope and say no.
Estimate

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

16%12%+1.9
Accept the increment and own the value.
Estimate

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

14%16%+2.2
Total100%27%

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

Skills and activities

  • Write stories, criteria and backlog
  • Maps, roadmaps and release notes
  • Refine with engineering and design
  • Talk to users and stakeholders
  • Prioritise, cut scope and say no
  • Accept the increment and own the value
  • product owner
  • po agil

Sources for this job· O*NET 15-1199.09· ESCO/ISCO 2519

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