Automation index

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

A statistical check and an 8D come earlier. Stopping the line and deciding if the batch ships do not.

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

Task comparison

IS WORK OVER?

29%

AI can already do 29% of this job.

#71 / 733

Quality technician

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
Inspection, measurements and statistical control. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Nonconformities, 8D and corrective actions. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Stop the line, sample and decide the batch. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Internal audits, ISO and traceability. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Suppliers, incoming goods and complaints. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Release judgement and liability for the batch. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Total	100%		28%

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

IS WORK OVER?

22%

#389 / 733

Railway 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
Track, geometry and the study. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Points, the blade and the one that will not close. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
OLE, the height and the gauge. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Works, the possession and not leaving the wire wrong. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The operator, the rush and not jumping to a yes. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
That it does not derail, and not signing half-done points. 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