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

Domestic 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
Lists, online shopping and written errands.
Estimate

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

14%30%+4.2
Menus and pantry organisation.
Estimate

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

12%22%+2.6
Clean, cook, iron and tidy.
Estimate

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

26%8%+2.1
Care for elders or children of the house.
Estimate

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

16%10%+1.6
Trust, keys and boundaries.
Estimate

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

16%12%+1.9
Relationship with the employing family.
Estimate

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

16%14%+2.2
Total100%15%

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

Skills and activities

  • Lists, online shopping and written errands
  • Menus and pantry organisation
  • Clean, cook, iron and tidy
  • Care for elders or children of the house
  • Trust, keys and boundaries
  • Relationship with the employing family
  • empleada de hogar
  • interno
  • domestic worker
  • trabajadora del hogar

Sources for this job· O*NET 39-9011.00· ESCO/ISCO 9111

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