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

Professional athlete

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
Load plans, nutrition and video analysis.
Estimate

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

16%35%+5.6
Social, contracts and travel diary.
Estimate

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

14%28%+3.9
Train and compete the craft.
Estimate

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

26%4%+1
Physio, sleep and prevention.
Estimate

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

16%8%+1.3
Wear the shirt, press and the dressing room.
Estimate

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

14%10%+1.4
Manage an injury and the end of a career.
Estimate

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

14%12%+1.7
Total100%15%

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

Skills and activities

  • Load plans, nutrition and video analysis
  • Social, contracts and travel diary
  • Train and compete the craft
  • Physio, sleep and prevention
  • Manage an injury and the end of a career
  • deportista
  • atleta profesional
  • futbolista
  • professional athlete

Sources for this job· O*NET 27-2021.00· ESCO/ISCO 3421

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