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

Commercial diver

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
Plan, tables and the day’s gas.
Estimate

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

16%32%+5.1
Bottom, tool and the one who snags.
Estimate

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

24%6%+1.4
Comms, the tender and stopping in time.
Estimate

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

16%22%+3.5
Inspection, wet weld or cut.
Estimate

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

16%28%+4.5
Current, zero vis and not losing the buddy.
Estimate

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

14%18%+2.5
Come up whole, and not skipping decompression.
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

  • dive plan
  • decompression tables
  • wet weld
  • tender
  • zero vis
  • underwater cut
  • dive gas
  • the bottom

Sources for this job· O*NET 49-9092.00· ESCO/ISCO 7541

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