Automation index

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

An office inventory comes earlier. The house working without running out of paper 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.

#191 / 733

Office 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
Vendors, contracts and the inventory. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Facilities, the air-con and the one who is late. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Onboarding, keys and the desk. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Budget, the extra and not overspending. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Management, the surprise and not leaving the office dark. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
That it works, and not running out of paper. 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?

22%

#389 / 733

Railway 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
Track, geometry and the study. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Points, the blade and the one that will not close. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
OLE, the height and the gauge. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Works, the possession and not leaving the wire wrong. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The operator, the rush and not jumping to a yes. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
That it does not derail, and not signing half-done points. 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