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

Adult literacy tutor

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
Level, the sheet and the one who did not come.
Estimate

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

16%40%+6.4
Reading, the contract and the small print.
Estimate

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

18%14%+2.5
Writing, the form and not doing it for them.
Estimate

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

16%28%+4.5
Group, the shame and not exposing them.
Estimate

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

16%22%+3.5
The council, the grant and not inflating attendance.
Estimate

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

18%18%+3.2
That they read the contract, and not being ashamed.
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

  • syllables
  • reading contracts
  • forms
  • literacy groups
  • shame
  • small print
  • attendance
  • not expose

Sources for this job· O*NET 25-3011.00· ESCO/ISCO 2359

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