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 / 633
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?
Mason
15%
#617 / 633
View rankingMason
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 |
|---|---|---|---|
Read drawings, measure and order material.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 30% | +4.8 |
Setting out and levels on site.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 22% | +3.1 |
Raise walls, render and plaster.EstimateNo public source provides a precise figure. This is our estimate. | 24% | 8% | +1.9 |
Floors, tiling and finishing.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
Safety, scaffolding and clearing the bay.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 10% | +1.6 |
Coordinate with foreman, plumber and electrician.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 15% | +2.1 |
| Total | 100% | 15% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- build walls
- plaster
- site work
- Read drawings, measure and order material
- Setting out and levels on site
- Raise walls, render and plaster
- Floors, tiling and finishing
- Safety, scaffolding and clearing the bay
- albanil
- mason
Sources for this job· O*NET 47-2021.00· ESCO/ISCO 7112