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

Chief executive

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
Reports, dashboards and board notes.
Estimate

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

18%42%+7.6
Prep committees, agendas and follow-ups.
Estimate

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

16%28%+4.5
Decide strategy, investment and cuts.
Estimate

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

18%12%+2.2
Lead the exec team and conflicts.
Estimate

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

18%10%+1.8
Talk to investors, unions and press.
Estimate

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

16%12%+1.9
Represent the company and own the miss.
Estimate

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

14%15%+2.1
Total100%20%

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

Skills and activities

  • Reports, dashboards and board notes
  • Prep committees, agendas and follow-ups
  • Decide strategy, investment and cuts
  • Lead the exec team and conflicts
  • Talk to investors, unions and press
  • Represent the company and own the miss
  • directivo
  • ceo
  • director general
  • consejero delegado

Sources for this job· O*NET 11-1011.00· ESCO/ISCO 1120

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