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.

#300 / 643

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?

19%

#503 / 643

Embryologist

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
Retrieval, oocytes and the culture. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
ICSI, the sperm and the one that will not fertilise. Estimate No public source provides a precise figure. This is our estimate.	22%	8%	+1.8
Time-lapse, the grade and picking. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Transfer, the catheter and not losing the embryo. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The file, the double check and not mixing couples. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
Pick it, and not mixing the file. 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