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

Economist

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
Clean data, estimate and produce tables.
Estimate

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

22%52%+11.4
Draft notes, briefs and a first paper.
Estimate

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

18%45%+8.1
Choose model, assumptions and robustness.
Estimate

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

16%22%+3.5
Present to a client, ministry or board.
Estimate

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

16%15%+2.4
Debate, peer-review and defend the numbers.
Estimate

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

14%12%+1.7
Read the political context and data quality.
Estimate

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

14%18%+2.5
Total100%30%

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

Skills and activities

  • Clean data, estimate and produce tables
  • Draft notes, briefs and a first paper
  • Choose model, assumptions and robustness
  • Present to a client, ministry or board
  • Debate, peer-review and defend the numbers
  • economista
  • economist

Sources for this job· O*NET 19-3011.00· ESCO/ISCO 2631

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