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

Museum curator

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
Inventory, catalogue and write wall texts.
Estimate

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

18%40%+7.2
Curate, select and negotiate loans.
Estimate

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

16%22%+3.5
Install, lighting and preventive conservation.
Estimate

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

16%18%+2.9
Research, publications and dossiers.
Estimate

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

16%28%+4.5
Public, tours and the board.
Estimate

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

18%16%+2.9
Not losing a piece or a wrong attribution.
Estimate

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

16%14%+2.2
Total100%23%

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

Skills and activities

  • Inventory, catalogue and write wall texts
  • Curate, select and negotiate loans
  • Research, publications and dossiers
  • Public, tours and the board
  • Not losing a piece or a wrong attribution
  • conservador de museo
  • curator
  • comisario de exposicion

Sources for this job· O*NET 25-4012.00· ESCO/ISCO 2621

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