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

Insurance claims adjuster

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 policy, claim form and cover.
Estimate

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

16%40%+6.4
On-site inspection, photos and facts.
Estimate

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

18%18%+3.2
Value damage, parts and write the report.
Estimate

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

18%48%+8.6
Negotiate with garage, injured party and insurer.
Estimate

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

16%28%+4.5
Fraud, recoveries and clash with another adjuster.
Estimate

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

16%22%+3.5
Close the file and own the valuation.
Estimate

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

16%14%+2.2
Total100%28%

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

Skills and activities

  • adjust claims
  • assess damage
  • inspect on site
  • value repairs
  • spot fraud
  • negotiate payouts
  • write survey reports
  • close claims

Sources for this job· O*NET 13-1031.00· ESCO/ISCO 3315

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