IS WORK OVER?

Automation index

How much of a Forest ranger’s job can AI already do?

A log and a GIS come earlier. Walking the forest and stopping a fire do not.

This percentage does not predict how many people will lose their jobs.

Task comparison

Forest ranger

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
Logs, GIS and penalty files.
Estimate

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

16%32%+5.1
Patrol, poaching and fires.
Estimate

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

22%10%+2.2
Neighbours, shepherds and councils.
Estimate

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

16%18%+2.9
Sampling, paths and signage.
Estimate

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

16%22%+3.5
Duties, weather and terrain.
Estimate

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

16%14%+2.2
Not arriving late to a column of smoke.
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

  • Logs, GIS and penalty files
  • Patrol, poaching and fires
  • Neighbours, shepherds and councils
  • Sampling, paths and signage
  • Duties, weather and terrain
  • Not arriving late to a column of smoke
  • agente forestal
  • agente medioambiental
  • forest ranger

Sources for this job· O*NET 33-3031.00· ESCO/ISCO 5419

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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