Automation index

How much of a Primary school teacher’s job can AI already do?

A workbook and a test come earlier. Holding a class of 25 until they can read does not.

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

Task comparison

IS WORK OVER?

22%

AI can already do 22% of this job.

#350 / 633

Primary school teacher

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
Prepare lessons, worksheets and adaptations. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Teach, tutor and hold the classroom. Estimate No public source provides a precise figure. This is our estimate.	22%	10%	+2.2
Families, parent meetings and conflicts. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Assess, reports and special-needs notes. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Playground, dining hall and duties. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
Staff meeting, planning and not leaving a child behind. Estimate No public source provides a precise figure. This is our estimate.	14%	14%	+2
Total	100%		22%

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

IS WORK OVER?

23%

#308 / 633

Pulmonologist

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
Read spirometry, gases and the chest CT. Estimate No public source provides a precise figure. This is our estimate.	16%	48%	+7.7
Clinic for cough, asthma and the one who does not ventilate. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Bronchoscopy, thoracentesis and invasive tests. Estimate No public source provides a precise figure. This is our estimate.	18%	12%	+2.2
Inhalers, CPAP and rehab plan. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Ward, ICU and respiratory failure. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Report, consult and signing respiratory support. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Total	100%		23%

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