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

Credit analyst

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
Scoring, accounts and a first opinion.
Estimate

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

20%48%+9.6
Visit, check and ask for more papers.
Estimate

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

16%32%+5.1
Committee, director and terms.
Estimate

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

16%22%+3.5
Monitoring, alerts and refinancing.
Estimate

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

16%18%+2.9
Rules, circular and documentation.
Estimate

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

16%16%+2.6
Not lending to someone who will not pay back.
Estimate

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

16%14%+2.2
Total100%26%

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

Skills and activities

  • Scoring, accounts and a first opinion
  • Visit, check and ask for more papers
  • Committee, director and terms
  • Monitoring, alerts and refinancing
  • Rules, circular and documentation
  • analista de credito
  • credit analyst

Sources for this job· O*NET 13-2041.00· ESCO/ISCO 2413

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