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

Art teacher

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
Project, the sheet and the kit.
Estimate

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

16%40%+6.4
Classroom, the one who will not dare and the one who bins it.
Estimate

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

18%14%+2.5
Technique, the mistake and not doing it for them.
Estimate

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

16%28%+4.5
Show, the corridor and not hanging only the pretty.
Estimate

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

16%22%+3.5
Staff, 'it's a soft subject', and not dropping the bar.
Estimate

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

18%18%+3.2
That they get dirty, and not copying the model.
Estimate

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

16%12%+1.9
Total100%22%

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

Skills and activities

  • art sheets
  • art projects
  • technique
  • school shows
  • classroom kit
  • not do it for them
  • the bar
  • getting dirty

Sources for this job· O*NET 25-2031.00· ESCO/ISCO 2330

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