Automation index
How much of a Quality engineer’s job can AI already do?
An FMEA and an 8D come earlier. Stopping the supplier and deciding if the batch travels do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Quality engineer
29%
AI can already do 29% of this job.
#63 / 623
View rankingQuality engineer
Where the time goes
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 |
|---|---|---|---|
FMEA, control plan and the limits.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
8D, claims and the supplier.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Audit, IATF and the awkward finding.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
The line, the defect and stop or not.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
APQP, PPAP and the customer launch.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Release with judgement, and not hiding the PPM.EstimateNo 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
Skills and activities
- FMEA
- 8D
- control plan
- IATF
- PPAP
- APQP
- supplier claims
- release batches
Sources for this job· O*NET 17-2112.00· ESCO/ISCO 2141
IS WORK OVER?
Hairdresser
14%
#619 / 623
View rankingHairdresser
Where the time goes
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 |
|---|---|---|---|
Diary, client cards and salon social posts.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Advise cut and colour from references.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 22% | +3.1 |
Cut, style and finish in the chair.EstimateNo public source provides a precise figure. This is our estimate. | 24% | 6% | +1.4 |
Colour, highlights and treatments.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 8% | +1.4 |
Hygiene, sterilisation and till.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 10% | +1.4 |
Care, retention and handling complaints.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
| Total | 100% | 14% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- cut hair
- colour hair
- haircut
- barbering
- Diary, client cards and salon social posts
- Advise cut and colour from references
- Cut, style and finish in the chair
- Colour, highlights and treatments
- Hygiene, sterilisation and till
- Care, retention and handling complaints
Sources for this job· O*NET 39-5012.00· ESCO/ISCO 5141