Automation index

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

An OEE and a sequencer come earlier. Getting the shift out without stopping the line for nothing 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.

#238 / 643

Production engineer

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
OEE, sequence and the shift plan. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Line, changeovers and the micro-stop. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Layout, times and the work standard. Estimate No public source provides a precise figure. This is our estimate.	16%	36%	+5.8
Supervisors, unions and the shift that turns. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
In-line quality and the batch that cannot ship. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Hit the plan, and not dressing the OEE. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		25%

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

IS WORK OVER?

27%

#153 / 643

Hospital pharmacist

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
Transcription, reconciliation and the error. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Validate, the interaction and the one that cannot. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Chemo, the cabinet and not mixing the batch. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Ward, the doubt and going down to see the patient. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The board, the expensive drug and not yielding to pressure. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Validate the regimen, and not missing the error. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		27%

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