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?

28%

AI can already do 28% of this job.

#112 / 683

Route planner

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. Estimate No public source provides a precise figure. This is our estimate.	18%	52%	+9.4
Restrictions, tolls and the right vehicle. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
The salesperson who promises and the plan that will not. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Recalc, incidents and the next day. Estimate No 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. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
That it fits, and not blowing the hours. Estimate No 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

IS WORK OVER?

19%

#518 / 683

SEN teaching assistant

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
Classroom, the adjustment and the kit. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Yard, the group and the one who will not join. Estimate No public source provides a precise figure. This is our estimate.	22%	8%	+1.8
Hygiene, the change and dignity. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Dining hall, the texture and the one who chokes. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The family, the note and not over-alarming. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
Be beside them, and not leaving them out. Estimate No public source provides a precise figure. This is our estimate.	14%	12%	+1.7
Total	100%		19%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low