Automation index
How much of a Welding inspector’s job can AI already do?
A WPS comes earlier. Accepting the bead without signing the pore do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Welding inspector
22%
AI can already do 22% of this job.
#349 / 643
View rankingWelding inspector
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 |
|---|---|---|---|
WPS, qualification and the bead.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Visual, the pore and the one that hides.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
NDT, the report and not contradicting.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Site, the access and the welder who rushes.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
The deadline, the pressure and not signing the pore.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Accept the sound bead.EstimateNo 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
Skills and activities
- WPS
- beads
- pores
- welder qualification
- weld NDT
- site
- access
- inspection reports
Sources for this job· O*NET 51-9061.00· ESCO/ISCO 3119
IS WORK OVER?
Statistician
26%
#206 / 643
View rankingStatistician
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 |
|---|---|---|---|
Model, clean and visualise.EstimateNo public source provides a precise figure. This is our estimate. | 20% | 48% | +9.6 |
Design sample, experiment and biases.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Client, questions and not overfitting.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Reproducibility, code and documentation.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Publication, review and data ethics.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 16% | +2.6 |
Not selling a p-value that does not hold.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 26% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Model, clean and visualise
- Design sample, experiment and biases
- Client, questions and not overfitting
- Reproducibility, code and documentation
- Publication, review and data ethics
- Not selling a p-value that does not hold
- estadistico
- statistician
Sources for this job· O*NET 15-2041.00· ESCO/ISCO 2120