IS WORK OVER?

Automation index

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

A model and a mapped outbreak come earlier. Calling the measure and getting people to follow it do not.

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

Task comparison

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

Government lawyer

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
Advise on files, appeals and tender documents.
Estimate

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

18%48%+8.6
Draft claims, pleadings and closings.
Estimate

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

16%40%+6.4
Hearings, negotiation and oral advocacy.
Estimate

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

18%22%+4
Coordinate with the body and other counsel.
Estimate

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

16%28%+4.5
Track deadlines, doctrine and judgments.
Estimate

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

16%18%+2.9
Judgement, sign-off and liability for the opinion.
Estimate

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

16%12%+1.9
Total100%28%

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

Skills and activities

  • advise clients
  • draft contracts
  • litigate
  • interpret law
  • Draft claims, pleadings and closings
  • Hearings, negotiation and oral advocacy
  • Coordinate with the body and other counsel
  • Track deadlines, doctrine and judgments
  • letrado de la administracion
  • abogado del estado

Sources for this job· O*NET 23-1011.00· ESCO/ISCO 2611

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