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

Notary

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
Prepare drafts and deeds from templates.
Estimate

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

22%42%+9.2
Check liens, titles and registry data.
Estimate

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

16%35%+5.6
Advise parties on the act’s consequences.
Estimate

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

16%18%+2.9
Identify, authorise and authenticate in person.
Estimate

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

18%8%+1.4
Protocolise, file at the registry and keep the record.
Estimate

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

16%12%+1.9
Resolve conflicts between parties at signing.
Estimate

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

12%10%+1.2
Total100%22%

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

Skills and activities

  • advise clients
  • draft contracts
  • litigate
  • interpret law
  • Prepare drafts and deeds from templates
  • Check liens, titles and registry data
  • Advise parties on the act’s consequences
  • notario
  • notaria
  • notary

Sources for this job· O*NET 23-1011.00· ESCO/ISCO 2619

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