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

Veterinary technician

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
Charts, bookings and drug stock.
Estimate

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

16%32%+5.1
Hold, place lines and assist in theatre.
Estimate

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

22%10%+2.2
Labs, X-rays and samples.
Estimate

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

16%18%+2.9
Talk to owners and explain discharge.
Estimate

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

16%22%+3.5
Cages, cleaning and hospitalisation.
Estimate

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

16%16%+2.6
Bites, zoonoses and not leaving an animal.
Estimate

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

14%14%+2
Total100%18%

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

Skills and activities

  • Charts, bookings and drug stock
  • Hold, place lines and assist in theatre
  • Labs, X-rays and samples
  • Talk to owners and explain discharge
  • Cages, cleaning and hospitalisation
  • Bites, zoonoses and not leaving an animal
  • tecnico veterinario
  • auxiliar veterinario
  • vet tech

Sources for this job· O*NET 29-2056.00· ESCO/ISCO 3240

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