IS WORK OVER?

Automation index

How much of a Tram driver’s job can AI already do?

Urban ATO comes earlier. Crossing pedestrians without clipping the badly parked car do not.

This percentage does not predict how many people will lose their jobs.

Task comparison

Tram driver

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
Checks, log and the cab.
Estimate

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

16%32%+5.1
Drive, stops and the pedestrian who steps out.
Estimate

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

24%8%+1.9
Badly parked car, calls and Control.
Estimate

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

16%22%+3.5
Timetable, reliefs and rush hour.
Estimate

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

16%28%+4.5
The tourist, the bike and not over-hooting.
Estimate

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

14%18%+2.5
Hit nobody, and make the terminus.
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

  • drive trams
  • urban stops
  • pedestrians
  • badly parked cars
  • Control
  • rush hour
  • cab checks
  • terminus

Sources for this job· O*NET 53-4041.00· ESCO/ISCO 8311

School secretary

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
Enrolment, places and the deadline.
Estimate

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

18%48%+8.6
File, the transfer and the one that does not arrive.
Estimate

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

16%40%+6.4
Certificate, the signature and not rushing a stamp.
Estimate

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

16%22%+3.5
Family, the hatch and the one who shouts.
Estimate

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

16%28%+4.5
Inspection, the register and not losing the paper.
Estimate

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

18%14%+2.5
That the file is there, and not losing a child.
Estimate

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

16%12%+1.9
Total100%27%

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

Skills and activities

  • enrolment
  • school files
  • certificates
  • transfers
  • the hatch
  • school registers
  • places
  • stamps

Sources for this job· O*NET 43-6014.00· ESCO/ISCO 4120

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