Automation index

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

A trim and a groove come earlier. Sewing, casing in and getting the book to open do not.

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

Task comparison

IS WORK OVER?

25%

AI can already do 25% of this job.

#237 / 693

Bookbinder

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
Trim, gather and prepare sections. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Sew, glue, groove and case in. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Restore spines, endpapers and damaged copies. Estimate No public source provides a precise figure. This is our estimate.	18%	22%	+4
Die-cut, foil and special finishes. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Commissions, quotes and the client. Estimate No public source provides a precise figure. This is our estimate.	16%	36%	+5.8
Materials, times and a book that lasts. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Total	100%		25%

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

IS WORK OVER?

22%

#379 / 693

Montessori 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
Environment, the material and the order. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Presentation, the tray and not doing it for them. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Observe, the note and not interrupting. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Conflict, the boundary and not lecturing. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The family, the wait and not selling magic. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Not interrupting the one who is working. 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