IS WORK OVER?

Automation index

How much of a Metro driver’s job can AI already do?

ATO and a log come earlier. Driving a full train and reacting in the tunnel do not.

This percentage does not predict how many people will lose their jobs.

Task comparison

Metro 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, tests and the cab log.
Estimate

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

16%32%+5.1
Drive, stop at platforms and regulate running.
Estimate

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

24%8%+1.9
Incidents, evacuation and talk to Control.
Estimate

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

16%22%+3.5
Timetables, reliefs and the day’s orders.
Estimate

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

16%28%+4.5
Passengers, platforms and announcements.
Estimate

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

14%18%+2.5
Rules, fatigue and liability for the train.
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 metro trains
  • stop at platforms
  • regulate running
  • evacuate tunnels
  • talk to control
  • cab checks
  • handle incidents
  • drive under ATO

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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