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

Victim support 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
Reception, file and the map of services.
Estimate

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

16%36%+5.8
Go with them to give evidence, the doctor and court.
Estimate

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

18%12%+2.2
Coordinate police, prosecution and services.
Estimate

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

16%28%+4.5
Reports, aid and the pathway.
Estimate

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

16%32%+5.1
The crisis, the call and not invading.
Estimate

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

18%18%+3.2
Not left alone, and the secrecy of what they tell.
Estimate

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

16%14%+2.2
Total100%23%

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

Skills and activities

  • receive victims
  • accompany to evidence
  • coordinate with prosecutors
  • victim aid
  • crisis
  • protection pathway
  • court with the victim
  • professional secrecy

Sources for this job· O*NET 21-1093.00· ESCO/ISCO 2635

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