Automation index

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

A soundboard mould comes earlier. Gluing, tensioning and the instrument sounding do not.

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

Task comparison

IS WORK OVER?

19%

AI can already do 19% of this job.

#570 / 703

Luthier

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
Template, woods and the soundboard mould. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Glue, braces and the one that opens. Estimate No public source provides a precise figure. This is our estimate.	22%	8%	+1.8
String, fret and the octave. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Finish, the bridge and the one that will not hold. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The player, the concert and not moving the soundpost blind. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
That it sounds, and not leaving a twisted neck. Estimate No public source provides a precise figure. This is our estimate.	14%	12%	+1.7
Total	100%		19%

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

IS WORK OVER?

22%

#422 / 703

School psychologist

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
Referral, tests and the report. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
The child, the session and the one who will not talk. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Classroom, the teacher and what actually happens. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Family, the fear and not scaring. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The bullying protocol and not looking away. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
See the child, and not hanging a label. 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