IS WORK OVER?

Automation index

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

Reading an ECG and a first report come earlier. Deciding on a catheter and talking to the family do not.

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

Task comparison

Cardiologist

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
Read ECG, echo and tests and write the report.
Estimate

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

16%48%+7.7
Clinic, auscultation and deciding the plan.
Estimate

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

18%18%+3.2
Procedures: catheter, pacemaker, cardioversion.
Estimate

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

18%12%+2.2
Explain risk, consent and follow-up.
Estimate

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

16%22%+3.5
On-call, consults and ward rounds.
Estimate

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

16%28%+4.5
Clinical meeting, team and owning the diagnosis.
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

  • Clinic, auscultation and deciding the plan
  • Explain risk, consent and follow-up
  • On-call, consults and ward rounds
  • cardiologo
  • cardiologist

Sources for this job· O*NET 29-1212.00· ESCO/ISCO 2212

Train 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
Diagrams, notices and train logs.
Estimate

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

16%32%+5.1
Drive, brake and obey signals.
Estimate

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

24%8%+1.9
Incidents, passengers and radio.
Estimate

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

16%18%+2.9
Fitness, fatigue and rules.
Estimate

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

16%22%+3.5
Shunting, depots and couplings.
Estimate

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

14%16%+2.2
Not running a red or a platform.
Estimate

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

14%14%+2
Total100%18%

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

Skills and activities

  • Diagrams, notices and train logs
  • Drive, brake and obey signals
  • Incidents, passengers and radio
  • Fitness, fatigue and rules
  • Shunting, depots and couplings
  • Not running a red or a platform
  • maquinista
  • train driver
  • conductor de tren

Sources for this job· O*NET 53-4011.00· ESCO/ISCO 8311

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