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

Pharmacist

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
Review prescriptions to assure accuracy, to ascertain the needed ingredients, and to evaluate their suitability.
Estimate

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

12%28%+3.4
Assess the identity, strength, or purity of medications.
Estimate

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

11%28%+3.1
Provide information and advice regarding drug interactions, side effects, dosage, and proper medication storage.
Estimate

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

10%28%+2.8
Maintain records, such as pharmacy files, patient profiles, charge system files, inventories, control records for radioactive nuclei, or registries of poisons, narcotics, or controlled drugs.
Estimate

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

9%12%+1.1
Analyze prescribing trends to monitor patient compliance and to prevent excessive usage or harmful interactions.
Estimate

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

9%12%+1.1
Advise customers on the selection of medication brands, medical equipment, or healthcare supplies.
Estimate

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

7%28%+2
Plan, implement, or maintain procedures for mixing, packaging, or labeling pharmaceuticals, according to policy and legal requirements, to ensure quality, security, and proper disposal.
Estimate

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

6%28%+1.7
Order and purchase pharmaceutical supplies, medical supplies, or drugs, maintaining stock and storing and handling it properly.
Estimate

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

6%28%+1.7
Other less frequent tasks (weight estimated from frequency).
Estimate

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

30%28%+8.4
Total100%25%

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

Skills and activities

  • microbiology-bacteriology
  • pharmacy law
  • organic chemistry
  • physics
  • pharmaceutical technology
  • pharmacognosy
  • human anatomy
  • toxicology
  • inorganic chemistry
  • pharmacokinetics

Sources for this job· O*NET 29-1051.00· ESCO/ISCO 2262

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