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

IS WORK OVER?

20%

AI can already do 20% of this job.

#476 / 653

Perfusionist

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.

Task	Share	AI	Points
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
Total	100%		20%

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

IS WORK OVER?

22%

#385 / 653

Educational psychologist

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.

Task	Share	AI	Points
Assessment, tests and the report. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Classroom, the teacher and what actually happens. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Family, the pushback and not blaming. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Adjustment, the resource and fighting for the place. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Staff, the label and not hanging it extra. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Change the classroom, and not labelling. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		22%

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