IS WORK OVER?

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

Route 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.

TaskShareAIPoints
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
Total100%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

Science teacher

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.

TaskShareAIPoints
Practical, the protocol and the kit.
Estimate

No public source provides a precise figure. This is our estimate.

16%40%+6.4
Lab, the bunsen and the one who will not read.
Estimate

No public source provides a precise figure. This is our estimate.

18%14%+2.5
Data, the graph and not inventing the point.
Estimate

No public source provides a precise figure. This is our estimate.

16%28%+4.5
Exam, the formula and getting them to explain.
Estimate

No public source provides a precise figure. This is our estimate.

16%22%+3.5
The damage, the note and not leaving the acid open.
Estimate

No public source provides a precise figure. This is our estimate.

18%18%+3.2
That they do not burn, and understand what they measured.
Estimate

No public source provides a precise figure. This is our estimate.

16%12%+1.9
Total100%22%

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

Skills and activities

  • lab practicals
  • bunsen
  • science protocols
  • graphs
  • formulae
  • acid
  • incident notes
  • lab safety

Sources for this job· O*NET 25-2031.00· ESCO/ISCO 2330

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