Automation index
How much of a Miller’s job can AI already do?
A mill diagram comes earlier. Regular flour without scorching the grain do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Miller
22%
AI can already do 22% of this job.
#355 / 633
View rankingMiller
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 |
|---|---|---|---|
Wheat, moisture and the diagram.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Mill, sift and the one that heats.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Quality, ash and the baker who complains.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Cleaning, pests and the silo.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
The harvest, the batch and not mixing the wet.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Regular flour, and not scorching the grain.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
- mill wheat
- sift
- grain moisture
- ash
- silos
- mill pests
- mill diagrams
- flour batches
Sources for this job· O*NET 51-9021.00· ESCO/ISCO 8160
IS WORK OVER?
Aid worker
23%
#292 / 633
View rankingAid worker
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 |
|---|---|---|---|
Forms, logframe and the indicators.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 44% | +7 |
The field, local partners and what the spreadsheet misses.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Donor reports and the paperwork.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Security, evacuation and the call to stay.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Community, conflict and not replacing the local.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Do no harm and owning the project.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 23% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- logframe
- field work
- justify projects
- local partners
- mission security
- aid indicators
- donor reports
- do no harm
Sources for this job· O*NET 21-1093.00· ESCO/ISCO 2635