IS WORK OVER?

Automation index

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

A log and a GIS come earlier. Walking the forest and stopping a fire do not.

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

Task comparison

Forest ranger

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
Logs, GIS and penalty files.
Estimate

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

16%32%+5.1
Patrol, poaching and fires.
Estimate

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

22%10%+2.2
Neighbours, shepherds and councils.
Estimate

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

16%18%+2.9
Sampling, paths and signage.
Estimate

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

16%22%+3.5
Duties, weather and terrain.
Estimate

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

16%14%+2.2
Not arriving late to a column of smoke.
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

  • Logs, GIS and penalty files
  • Patrol, poaching and fires
  • Neighbours, shepherds and councils
  • Sampling, paths and signage
  • Duties, weather and terrain
  • Not arriving late to a column of smoke
  • agente forestal
  • agente medioambiental
  • forest ranger

Sources for this job· O*NET 33-3031.00· ESCO/ISCO 5419

Mason

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
Read drawings, measure and order material.
Estimate

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

16%30%+4.8
Setting out and levels on site.
Estimate

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

14%22%+3.1
Raise walls, render and plaster.
Estimate

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

24%8%+1.9
Floors, tiling and finishing.
Estimate

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

16%12%+1.9
Safety, scaffolding and clearing the bay.
Estimate

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

16%10%+1.6
Coordinate with foreman, plumber and electrician.
Estimate

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

14%15%+2.1
Total100%15%

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

Skills and activities

  • build walls
  • plaster
  • site work
  • Read drawings, measure and order material
  • Setting out and levels on site
  • Raise walls, render and plaster
  • Floors, tiling and finishing
  • Safety, scaffolding and clearing the bay
  • albanil
  • mason

Sources for this job· O*NET 47-2021.00· ESCO/ISCO 7112

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