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

Surgical technologist

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
Checklist, tray and swab count.
Estimate

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

16%32%+5.1
Set the table, pass and scrub.
Estimate

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

22%8%+1.8
Watch sterility, lines and the patient.
Estimate

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

16%18%+2.9
Coordinate with surgeon, anaesthetic and porter.
Estimate

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

16%22%+3.5
Notes, implants and kit records.
Estimate

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

16%28%+4.5
Shifts, on-call and not leaving a swab inside.
Estimate

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

14%12%+1.7
Total100%19%

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

Skills and activities

  • Checklist, tray and swab count
  • Set the table, pass and scrub
  • Watch sterility, lines and the patient
  • Notes, implants and kit records
  • tecnico de quirofano
  • instrumentista
  • surgical technologist

Sources for this job· O*NET 29-2055.00· ESCO/ISCO 3211

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