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

Tower 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
Radius, winds and the day’s log.
Estimate

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

16%32%+5.1
Hoist, trolley and the slinger’s call.
Estimate

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

24%6%+1.4
Erect, climb and the base that is checked.
Estimate

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

16%22%+3.5
Two-crane lifts and crossing jibs.
Estimate

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

16%28%+4.5
The wind that gets up and stopping in time.
Estimate

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

14%18%+2.5
Sweep nobody, and not pushing the radius.
Estimate

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

14%10%+1.4
Total100%18%

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

Skills and activities

  • tower-crane lifts
  • load charts
  • climb the crane
  • slinger’s call
  • jib wind
  • crossing jibs
  • crane base
  • trolley

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

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