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?
Health and safety officer
29%
#73 / 623
View rankingHealth and safety officer
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 |
|---|---|---|---|
Risk assessments, PPE and procedures.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Safety plans, coordination and minutes.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Site or plant visit, stop unsafe work.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Train, investigate accidents and propose measures.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Labour inspectorate, mutual and activity coordination.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Judgement, sign-off and preventive liability.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 28% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- assess workplace risk
- write safety plans
- stop unsafe work
- investigate accidents
- deliver H&S training
- coordinate contractors
- choose PPE
- safety minutes
Sources for this job· O*NET 19-5011.00· ESCO/ISCO 2263