IS WORK OVER?

Automation index

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

A bypass protocol comes earlier. Running the pump and giving the patient back whole do not.

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

Task comparison

Perfusionist

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
Build the circuit, prime and the checklist.
Estimate

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

16%36%+5.8
Run the pump, gases and temperature.
Estimate

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

24%8%+1.9
Cardioplegia, haemofiltration and weaning.
Estimate

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

16%22%+3.5
ECMO, emergencies and the oxygenator change.
Estimate

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

16%28%+4.5
Logs, alarms and talk to the surgeon.
Estimate

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

14%18%+2.5
No air in the line and owning the machine.
Estimate

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

14%12%+1.7
Total100%20%

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

Skills and activities

  • run the pump
  • CPB
  • prime the circuit
  • cardioplegia
  • ECMO
  • wean off pump
  • oxygenator
  • perfusion

Sources for this job· O*NET 29-2099.00· ESCO/ISCO 3212

Language teacher

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
Prepare lessons, worksheets and corrections.
Estimate

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

16%48%+7.7
Class, conversation and group dynamics.
Estimate

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

22%12%+2.6
Assess speaking, writing and levels.
Estimate

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

16%22%+3.5
Platform, homework and follow-up.
Estimate

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

16%28%+4.5
Families, schools and official exams.
Estimate

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

16%18%+2.9
Not leaving someone mute in a language.
Estimate

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

14%14%+2
Total100%23%

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

Skills and activities

  • teach class
  • mark students
  • lesson plans
  • teach
  • Class, conversation and group dynamics
  • Assess speaking, writing and levels
  • Platform, homework and follow-up
  • Families, schools and official exams
  • Not leaving someone mute in a language
  • profesor de idiomas

Sources for this job· O*NET 25-3011.00· ESCO/ISCO 2353

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