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?
Barber
12%
#622 / 623
View rankingBarber
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 |
|---|---|---|---|
Appointments, till and product stock.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 32% | +4.5 |
Cut and style consult with the client.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
Cut, fade and finish with clipper and scissors.EstimateNo public source provides a precise figure. This is our estimate. | 28% | 5% | +1.4 |
Shave, beard tidy and hot towel.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 6% | +1.1 |
Cleaning, disinfection and tool care.EstimateNo public source provides a precise figure. This is our estimate. | 12% | 10% | +1.2 |
Shop atmosphere and regulars.EstimateNo public source provides a precise figure. This is our estimate. | 12% | 14% | +1.7 |
| Total | 100% | 12% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- cut hair
- colour hair
- haircut
- barbering
- Appointments, till and product stock
- Cut and style consult with the client
- Shave, beard tidy and hot towel
- Cleaning, disinfection and tool care
- Shop atmosphere and regulars
- barber
Sources for this job· O*NET 39-5011.00· ESCO/ISCO 5141