IS WORK OVER?

Automation index

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

A differential and a first plan come earlier. Seeing the whole complex patient does not.

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

Task comparison

Internist

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
Cross labs, imaging and a differential.
Estimate

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

18%48%+8.6
Ward round, examination and decisions.
Estimate

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

18%14%+2.5
Explain to family and ceilings of care.
Estimate

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

16%22%+3.5
Discharge reports, consults and boards.
Estimate

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

16%28%+4.5
Medical on-call and difficult patients.
Estimate

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

16%18%+2.9
Team, residents and not fragmenting the patient.
Estimate

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

16%14%+2.2
Total100%24%

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

Skills and activities

  • care for patients
  • diagnose
  • nursing care
  • clinical notes
  • Cross labs, imaging and a differential
  • Ward round, examination and decisions
  • Explain to family and ceilings of care
  • Discharge reports, consults and boards
  • Medical on-call and difficult patients
  • internista

Sources for this job· O*NET 29-1216.00· ESCO/ISCO 2212

Epidemiologist

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
Surveillance, rates and the outbreak on the map.
Estimate

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

18%52%+9.4
Studies, bias and the report for public health.
Estimate

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

16%48%+7.7
Surveys, contacts and the case interview.
Estimate

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

16%28%+4.5
Committee, the unpopular measure and the press.
Estimate

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

18%18%+3.2
Field, the care-home outbreak and dirty data.
Estimate

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

16%22%+3.5
Judgement, uncertainty and signing the alert.
Estimate

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

16%14%+2.2
Total100%31%

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

Skills and activities

  • watch outbreaks
  • compute rates
  • epi studies
  • case interviews
  • map epidemics
  • public-health measures
  • contact tracing
  • health alerts

Sources for this job· O*NET 19-1041.00· ESCO/ISCO 2263

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