IS WORK OVER?

Automation index

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

A growth chart and a NICU protocol come earlier. Resuscitating a newborn and talking to the mother do not.

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

Task comparison

Neonatologist

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
Protocols, charts and the preterm plan.
Estimate

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

16%36%+5.8
Delivery-room resuscitation and the first hour.
Estimate

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

22%8%+1.8
Neonatal ventilation, nutrition and the line.
Estimate

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

16%22%+3.5
Ultrasound, jaundice and the day’s tests.
Estimate

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

16%18%+2.9
Parents, the breast and the news nobody wants.
Estimate

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

16%28%+4.5
On-call, the gram and owning the cot.
Estimate

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

14%10%+1.4
Total100%20%

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

Skills and activities

  • resuscitate newborns
  • NICU
  • neonatal ventilation
  • care for preterms
  • umbilical line
  • talk to parents
  • jaundice
  • the first hour

Sources for this job· O*NET 29-1221.00· ESCO/ISCO 2212

Beautician

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
Bookings, charts and cabin protocols.
Estimate

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

16%32%+5.1
Facials, devices and treatments.
Estimate

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

22%10%+2.2
Advise on skin, product and habits.
Estimate

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

16%18%+2.9
Hygiene, kit and consent.
Estimate

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

16%22%+3.5
Retail, packs and follow-up.
Estimate

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

16%16%+2.6
Not burning a skin or overselling.
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

  • Bookings, charts and cabin protocols
  • Facials, devices and treatments
  • Advise on skin, product and habits
  • Hygiene, kit and consent
  • Retail, packs and follow-up
  • Not burning a skin or overselling
  • esteticista
  • beautician
  • estetica

Sources for this job· O*NET 39-5094.00· ESCO/ISCO 5142

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