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

Customs police officer

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
Profile, the manifest and the container.
Estimate

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

16%32%+5.1
Inspection, the scanner and what 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
Minute, the haul and not breaking the chain.
Estimate

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

16%28%+4.5
The prosecutor, the rush and not jumping to a yes.
Estimate

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

16%18%+2.9
Open the container, and not letting the drugs through.
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

  • containers
  • manifests
  • scanners
  • hauls
  • chain of custody
  • risk profiles
  • searches
  • customs minutes

Sources for this job· O*NET 33-3021.00· ESCO/ISCO 3351

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