Automation index

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

An occupancy forecast comes earlier. The house running without breakfast collapsing 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.

#147 / 633

Hotel manager

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
Occupancy, rates and the forecast. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Shifts, complaints and the one who leaves staff. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Owner, the budget and not cutting breakfast. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Incident, the VIP and the one who floods the room. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The inspection, insurance and not dressing the log. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
That the house runs, and breakfast standing. 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?

15%

#622 / 633

Early childhood educator

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
Plan activities, reports and rubrics. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Write to families. Estimate No public source provides a precise figure. This is our estimate.	14%	22%	+3.1
Care, play and hold the room. Estimate No public source provides a precise figure. This is our estimate.	24%	6%	+1.4
Hygiene, meals and naps. Estimate No public source provides a precise figure. This is our estimate.	16%	10%	+1.6
Watch development and talk to the family. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Coordinate staff and safeguarding. Estimate No public source provides a precise figure. This is our estimate.	14%	14%	+2
Total	100%		15%

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