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

Border guard

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
Crossing, the document and the profile.
Estimate

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

16%32%+5.1
Queue, the face and the one that does not fit.
Estimate

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

22%8%+1.8
Search, the right and not humiliating.
Estimate

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

16%22%+3.5
Return, the minor and not losing them.
Estimate

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

16%28%+4.5
The boss, the figure and not hunting for sport.
Estimate

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

16%18%+2.9
Look them in the face, and not letting through the one who should not.
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

  • border crossings
  • documents
  • profiles
  • searches
  • returns
  • minors
  • queues
  • not humiliate

Sources for this job· O*NET 33-3051.00· ESCO/ISCO 5411

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