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

Endocrinologist

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 labs, curves and a first adjustment.
Estimate

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

18%48%+8.6
Diabetes, thyroid and weight clinic.
Estimate

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

18%18%+3.2
Teach regimen, diet and tech (pump, sensor).
Estimate

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

16%22%+3.5
Reports, prescriptions and consults.
Estimate

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

16%28%+4.5
Follow-up, adherence and complications.
Estimate

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

16%16%+2.6
Team, nursing and not decompensating someone.
Estimate

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

16%14%+2.2
Total100%25%

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

Skills and activities

  • Read labs, curves and a first adjustment
  • Diabetes, thyroid and weight clinic
  • Reports, prescriptions and consults
  • Follow-up, adherence and complications
  • endocrino
  • endocrinologo

Sources for this job· O*NET 29-1229.00· ESCO/ISCO 2212

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