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%

#172 / 643

Clinical research associate

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
Protocol, CRF and the monitoring visit. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Source, the gap and the one that does not fit. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Adverse event, the deadline and not delaying. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Consent, the signature and the one who did not understand. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The sponsor, the audit and not dressing the figure. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Audit, and not leaving a made-up figure. 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