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

Postal worker

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
Sort, rounds and postcodes.
Estimate

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

16%32%+5.1
Deliver, climb and hand over.
Estimate

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

24%8%+1.9
Notices, recorded items and collections.
Estimate

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

16%18%+2.9
Neighbours, dogs and porters.
Estimate

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

16%22%+3.5
Moped, trolley and weather.
Estimate

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

14%16%+2.2
Not losing a parcel or recorded mail.
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

  • Sort, rounds and postcodes
  • Deliver, climb and hand over
  • Notices, recorded items and collections
  • Neighbours, dogs and porters
  • Moped, trolley and weather
  • Not losing a parcel or recorded mail
  • cartero
  • cartera
  • postal worker

Sources for this job· O*NET 43-5052.00· ESCO/ISCO 4412

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