Automation index
How much of a Biogas technician’s job can AI already do?
A methane reading comes earlier. Producing without the gasholder going up do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Biogas technician
19%
AI can already do 19% of this job.
#548 / 643
View rankingBiogas technician
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 |
|---|---|---|---|
Feed, methane and the log.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Digester, the pH and the one that stops.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Gasholder, the seal and the leak.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Sludge, the fate and not mixing.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The smell, the neighbour and not hiding the leak.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Produce, and not going up.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
| Total | 100% | 19% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- methane
- digesters
- gasholder
- sludge pH
- gas leaks
- plant feed
- smell
- seals
Sources for this job· O*NET 51-8099.00· ESCO/ISCO 3134
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