Automation index
How much of a Solar installer’s job can AI already do?
A roof study and a quote come earlier. Climbing the roof, anchoring, and not falling do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Solar installer
21%
AI can already do 21% of this job.
#434 / 643
View rankingSolar installer
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 |
|---|---|---|---|
Roof study, shade and quote.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 42% | +7.6 |
Permits, reports and orders.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Fit structure, modules and cabling on roofs.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 10% | +2.2 |
Inverter, commissioning and measurements.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
Heights, anchors and weather.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 16% | +2.2 |
Client, community and easements.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 15% | +2.1 |
| Total | 100% | 21% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Roof study, shade and quote
- Permits, reports and orders
- Inverter, commissioning and measurements
- Heights, anchors and weather
- Client, community and easements
- placas solares
- instalador fotovoltaico
- solar installer
Sources for this job· O*NET 47-2231.00· ESCO/ISCO 7411
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