Automation index
How much of a Materials engineer’s job can AI already do?
A tensile curve comes earlier. Picking the alloy so it does not fail in service do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Materials engineer
27%
AI can already do 27% of this job.
#162 / 623
View rankingMaterials 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 |
|---|---|---|---|
Tests, metallography and the spec.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Shop, heat treatment and the part that fails spec.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Material choice, corrosion and fatigue.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 36% | +5.8 |
Supplier, certificates and the doubtful batch.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The field failure and the root cause.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
That it does not fail, and not swapping the material blind.EstimateNo 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
Skills and activities
- materials tests
- metallography
- choose alloys
- corrosion
- fatigue
- heat treatment
- failure analysis
- batch certificates
Sources for this job· O*NET 17-2131.00· ESCO/ISCO 2149
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