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

Midwife

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
Provide prenatal, intrapartum, postpartum, or newborn care to patients.
Estimate

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

8%12%+1
Document patients' health histories, symptoms, physical conditions, or other diagnostic information.
Estimate

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

8%12%+1
Document findings of physical examinations.
Estimate

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

8%55%+4.4
Monitor fetal development by listening to fetal heartbeat, taking external uterine measurements, identifying fetal position, or estimating fetal size and weight.
Estimate

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

8%28%+2.2
Order and interpret diagnostic or laboratory tests.
Estimate

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

8%28%+2.2
Perform physical examinations by taking vital signs, checking neurological reflexes, examining breasts, or performing pelvic examinations.
Estimate

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

8%28%+2.2
Develop and implement individualized plans for health care management.
Estimate

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

7%28%+2
Educate patients and family members regarding prenatal, intrapartum, postpartum, newborn, or interconception care.
Estimate

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

7%12%+0.8
Other less frequent tasks (weight estimated from frequency).
Estimate

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

38%28%+10.6
Total100%26%

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

Skills and activities

  • hygiene in a health care setting
  • microbiology-bacteriology
  • childbirth
  • health care legislation
  • lactation
  • obstetric ultrasonography
  • analgesics
  • neonatology
  • pregnancy
  • pharmacology

Sources for this job· O*NET 29-1161.00· ESCO/ISCO 2222

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