Automation index

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

A public syllabus and a test come earlier. A jobseeker leaving with a trade does not.

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

Task comparison

IS WORK OVER?

23%

AI can already do 23% of this job.

#295 / 633

Occupational trainer

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, rubrics and course paperwork. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Teach, tutor and hold the room. Estimate No public source provides a precise figure. This is our estimate.	22%	12%	+2.6
Placements, firms and follow-up. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Assess, diplomas and evidence for the agency. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Mixed group, absences and conflict. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
Not leaving someone without the certificate. Estimate No public source provides a precise figure. This is our estimate.	14%	14%	+2
Total	100%		23%

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

IS WORK OVER?

25%

#223 / 633

Winemaker

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
Lab work, densities and fermentation control. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Tasting, blending and the call on the vintage. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Vineyard, ripeness and when to pick. Estimate No public source provides a precise figure. This is our estimate.	18%	22%	+4
Ageing, barrel, filtration and bottling. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Cellar, records and the board’s visit. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Signing the vintage and owning the bottle. 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