IS WORK OVER?

Automation index

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

A transcription comes earlier. Validating the regimen without missing a chemo error do not.

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

Task comparison

Hospital 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
Transcription, reconciliation and the error.
Estimate

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

18%48%+8.6
Validate, the interaction and the one that cannot.
Estimate

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

16%40%+6.4
Chemo, the cabinet and not mixing the batch.
Estimate

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

16%22%+3.5
Ward, the doubt and going down to see the patient.
Estimate

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

16%28%+4.5
The board, the expensive drug and not yielding to pressure.
Estimate

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

18%14%+2.5
Validate the regimen, and not missing the error.
Estimate

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

16%12%+1.9
Total100%27%

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

Skills and activities

  • meds reconciliation
  • validate regimens
  • chemotherapy
  • interactions
  • compounding cabinet
  • hospital pharmacy
  • expensive drugs
  • medication errors

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

QA automation engineer

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
Test, the selector and the flake.
Estimate

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

18%48%+8.6
Pipeline, the green and the one that lies.
Estimate

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

16%40%+6.4
Bug, the repro and not closing it blind.
Estimate

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

16%22%+3.5
Data, the environment and not sharing prod.
Estimate

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

16%28%+4.5
The developer, the rush and not skipping the one that fails.
Estimate

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

18%14%+2.5
Catch the bug, and not painting a lying green.
Estimate

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

16%12%+1.9
Total100%27%

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

Skills and activities

  • automated tests
  • selectors
  • flakes
  • QA pipelines
  • repro
  • environments
  • lying green
  • debug tests

Sources for this job· O*NET 15-1253.00· ESCO/ISCO 2519

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