IS WORK OVER?

Automation index

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

A map and a layer clip come earlier. Reading the territory and signing off the plan do not.

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

Task comparison

Geographer

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
GIS, layers, clips and working maps.
Estimate

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

18%48%+8.6
Impact reports, demography and land use.
Estimate

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

16%40%+6.4
Fieldwork, interviews and checking what the map says.
Estimate

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

18%18%+3.2
Planning, objections and work with the council.
Estimate

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

16%28%+4.5
Explain, map for non-experts and teaching.
Estimate

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

16%22%+3.5
The territorial opinion and owning the report.
Estimate

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

16%14%+2.2
Total100%28%

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

Skills and activities

  • read territory
  • run GIS
  • impact reports
  • land use
  • fieldwork
  • spatial planning
  • working maps
  • planning objections

Sources for this job· O*NET 19-3092.00· ESCO/ISCO 2632

Crane operator

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
Lift plan, radii and weights.
Estimate

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

16%28%+4.5
Run the crane and place the load.
Estimate

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

24%8%+1.9
Signals, wind and exclusion zone.
Estimate

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

16%12%+1.9
Site, foreman and maintenance.
Estimate

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

16%18%+2.9
Logs, inspections and machine tests.
Estimate

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

14%22%+3.1
Not leaving a load over someone.
Estimate

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

14%14%+2
Total100%16%

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

Skills and activities

  • Lift plan, radii and weights
  • Run the crane and place the load
  • Signals, wind and exclusion zone
  • Site, foreman and maintenance
  • Logs, inspections and machine tests
  • Not leaving a load over someone
  • gruista
  • operador de grua
  • crane operator

Sources for this job· O*NET 53-7021.00· ESCO/ISCO 8343

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