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?
Choreographer
18%
#562 / 633
View rankingChoreographer
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 |
|---|---|---|---|
Notation, video and a first breakdown.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Rehearse, mark and adjust bodies.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Cast, ego and injuries.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Set, light and music.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Opening, tour and revival.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 16% | +2.6 |
Not breaking a dancer for an idea.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 14% | +2 |
| Total | 100% | 18% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Notation, video and a first breakdown
- Rehearse, mark and adjust bodies
- Cast, ego and injuries
- Set, light and music
- Opening, tour and revival
- Not breaking a dancer for an idea
- coreografo
- choreographer
Sources for this job· O*NET 27-2032.00· ESCO/ISCO 2653