IS WORK OVER?

Automation index

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

A plan and a written report come faster. Getting a neighbourhood to accept it, and a council to vote it, is still politics.

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

Task comparison

Urban planner

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
Draft reports, sheets and a first zoning plan.
Estimate

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

22%40%+8.8
Analyse population, mobility and land data.
Estimate

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

18%35%+6.3
Review objections and legal compatibility.
Estimate

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

16%22%+3.5
Tables with residents, councillors and city staff.
Estimate

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

16%15%+2.4
Field visits and reading the site.
Estimate

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

16%12%+1.9
Political negotiation and defending the plan.
Estimate

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

12%8%+1
Total100%24%

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

Skills and activities

  • Analyse population, mobility and land data
  • Review objections and legal compatibility
  • Field visits and reading the site
  • urbanista
  • urban planner
  • planeamiento
  • ordenacion del territorio

Sources for this job· O*NET 19-3051.00· ESCO/ISCO 2164

Dancer

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
Learn, mark and memorise.
Estimate

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

16%28%+4.5
Rehearse and perform.
Estimate

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

24%6%+1.4
Body, physio and rest.
Estimate

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

16%12%+1.9
Casting, agents and life between jobs.
Estimate

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

16%22%+3.5
Company, ego and tour.
Estimate

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

14%18%+2.5
Not dancing injured because you stayed quiet.
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

  • Learn, mark and memorise
  • Rehearse and perform
  • Body, physio and rest
  • Casting, agents and life between jobs
  • Company, ego and tour
  • bailarin
  • bailarina
  • dancer

Sources for this job· O*NET 27-2031.00· ESCO/ISCO 2653

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