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?
Wildland firefighter
18%
#544 / 623
View rankingWildland firefighter
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, map and the day’s attack plan.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Line, hose-lay and the spot fire.EstimateNo public source provides a precise figure. This is our estimate. | 24% | 6% | +1.4 |
Tools, pump and the water that does not arrive.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Night watch, lookout and the flare-up.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Coordinate aircraft and the command post.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 28% | +3.9 |
Get out whole and leave nobody behind.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 10% | +1.4 |
| Total | 100% | 18% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- fight wildfires
- cut line
- lay hose
- night watch
- portable pump
- air assets
- fire-front map
- spot fires
Sources for this job· O*NET 33-2022.00· ESCO/ISCO 5411