Automation index
How much of a Route planner’s job can AI already do?
An optimiser comes earlier. Fitting the windows without blowing the hours do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Route planner
28%
AI can already do 28% of this job.
#112 / 623
View rankingRoute planner
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 |
|---|---|---|---|
Optimise, windows and capacity.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 52% | +9.4 |
Restrictions, tolls and the right vehicle.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
The salesperson who promises and the plan that will not.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Recalc, incidents and the next day.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The warehouse, the cut-off and not leaving the last one.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
That it fits, and not blowing the hours.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 28% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- optimise routes
- delivery windows
- tolls
- vehicle capacity
- recalc
- traffic restrictions
- warehouse cut-off
- driving hours
Sources for this job· O*NET 13-1081.00· ESCO/ISCO 4323
IS WORK OVER?
Animal breeder
21%
#408 / 623
View rankingAnimal breeder
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 |
|---|---|---|---|
Lines, seasons and the mating.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 36% | +5.8 |
Birth, litter and the one that will not feed.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 12% | +2.2 |
Health, vaccines and the breed standard.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Home, the contract and the one that is not for that.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
The fashion, the demand and not over-breeding.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
A healthy litter, and not placing with just anyone.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 21% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- breeding lines
- seasons
- litters
- breed standard
- placement contracts
- litter vaccines
- births
- not over-breed
Sources for this job· O*NET 45-2021.00· ESCO/ISCO 6121