IS WORK OVER?

Automation index

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

An ADR case comes earlier. Calling it serious without staying quiet to the regulator do not.

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

Task comparison

Pharmacovigilance officer

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
Case, the file and MedDRA.
Estimate

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

18%48%+8.6
Seriousness, the link and the one that does not fit.
Estimate

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

16%40%+6.4
File, the AEMPS deadline and not delaying.
Estimate

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

16%22%+3.5
Signal, the aggregate and not playing it down.
Estimate

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

16%28%+4.5
The doctor, the ADR and not arguing the story.
Estimate

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

18%14%+2.5
If it is serious, call it. And not staying quiet.
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

  • ADR
  • MedDRA
  • AEMPS
  • safety signals
  • seriousness
  • causality
  • case files
  • regulatory deadlines

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

Histology technician

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
Intake, the pot and not mixing cases.
Estimate

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

16%32%+5.1
Process, embed and the block.
Estimate

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

22%8%+1.8
Cut, the knife and the one that falls apart.
Estimate

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

16%22%+3.5
Stain, the control and the one that will not take.
Estimate

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

16%28%+4.5
The pathologist, the rush and not sending a bad cut.
Estimate

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

16%18%+2.9
Not losing the diagnosis on the knife.
Estimate

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

14%12%+1.7
Total100%19%

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

Skills and activities

  • paraffin blocks
  • histology cutting
  • stains
  • tissue processor
  • not mix cases
  • microtome knife
  • stain controls
  • embedding

Sources for this job· O*NET 29-2012.00· ESCO/ISCO 3212

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