Automation index

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

A timetable comes earlier. The school not falling over on Monday without hiding the clash do not.

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

Task comparison

IS WORK OVER?

27%

AI can already do 27% of this job.

#156 / 763

Headteacher

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
Timetable, quotas and the staff. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Family, the complaint and the one that reaches inspection. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Behaviour, the sanction and not hiding it. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Budget, the club and not leaving a hole. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Inspection, the figure and not dressing it. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
That Monday holds, and not hiding the clash. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		27%

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

IS WORK OVER?

27%

#185 / 763

QA automation engineer

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
Test, the selector and the flake. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Pipeline, the green and the one that lies. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Bug, the repro and not closing it blind. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Data, the environment and not sharing prod. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The developer, the rush and not skipping the one that fails. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Catch the bug, and not painting a lying green. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		27%

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