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%

#410 / 693

Private tutor

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
Level, the sheet and the gap. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Session, the phone and getting them to work. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Exam, the markscheme and not leaking the questions. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Family, the mark and not selling a miracle. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The school, the syllabus and not contradicting for sport. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
That they understand, and you not doing it for them. 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