IS WORK OVER?

Automation index

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

A PCR comes earlier. Isolating the virus without contaminating the lab do not.

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

Task comparison

Virologist

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
PCR, cultures and the report.
Estimate

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

16%40%+6.4
Isolate, biosafety and the one that breaks.
Estimate

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

18%14%+2.5
Outbreak, sequence and the one that does not fit.
Estimate

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

16%28%+4.5
Public health, the note and not delaying.
Estimate

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

16%22%+3.5
The clinician, the antiviral and not jumping.
Estimate

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

18%18%+3.2
Isolate, and not contaminating.
Estimate

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

16%12%+1.9
Total100%22%

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

Skills and activities

  • virus PCR
  • cultures
  • biosafety
  • sequence outbreaks
  • isolate virus
  • public-health notes
  • antivirals
  • P3 lab

Sources for this job· O*NET 19-1022.00· ESCO/ISCO 2131

Pet groomer

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
Breed, card and what the owner wants.
Estimate

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

16%32%+5.1
Bath, clip and the one that bites.
Estimate

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

22%8%+1.8
Ears, nails and not hurting.
Estimate

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

16%22%+3.5
Diary, the delay and the dog that panics.
Estimate

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

16%28%+4.5
The owner, the photo and not taking too much off.
Estimate

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

16%18%+2.9
No stress, and giving it back whole.
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

  • bathe dogs
  • breed clip
  • nails
  • ears
  • dogs that bite
  • grooming diary
  • not hurt
  • groom

Sources for this job· O*NET 39-2021.00· ESCO/ISCO 5164

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