Automation index
How much of a Chocolatier’s job can AI already do?
A temper curve comes earlier. Snap without blooming do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Chocolatier
22%
AI can already do 22% of this job.
#325 / 633
View rankingChocolatier
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 |
|---|---|---|---|
Temper, recipes and the mould.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 44% | +7 |
Bonbon, filling and the one that will not set.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 12% | +2.2 |
Display, orders and summer heat.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Cocoa, traceability and origin.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Christmas, the volume and not losing the snap.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
That it snaps, and not going white.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
- temper chocolate
- bonbons
- moulds
- fillings
- bloom
- Christmas orders
- cocoa origin
- the display
Sources for this job· O*NET 51-3099.00· ESCO/ISCO 7512
IS WORK OVER?
Forest ranger
18%
#551 / 633
View rankingForest ranger
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 |
|---|---|---|---|
Logs, GIS and penalty files.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Patrol, poaching and fires.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 10% | +2.2 |
Neighbours, shepherds and councils.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Sampling, paths and signage.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Duties, weather and terrain.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
Not arriving late to a column of smoke.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
- Logs, GIS and penalty files
- Patrol, poaching and fires
- Neighbours, shepherds and councils
- Sampling, paths and signage
- Duties, weather and terrain
- Not arriving late to a column of smoke
- agente forestal
- agente medioambiental
- forest ranger
Sources for this job· O*NET 33-3031.00· ESCO/ISCO 5419