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

Hotel manager

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
Occupancy, rates and the forecast.
Estimate

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

18%48%+8.6
Shifts, complaints and the one who leaves staff.
Estimate

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

16%40%+6.4
Owner, the budget and not cutting breakfast.
Estimate

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

16%22%+3.5
Incident, the VIP and the one who floods the room.
Estimate

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

16%28%+4.5
The inspection, insurance and not dressing the log.
Estimate

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

18%14%+2.5
That the house runs, and breakfast standing.
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

  • occupancy
  • hotel forecast
  • shifts
  • complaints
  • VIP
  • breakfast
  • inspection
  • rates

Sources for this job· O*NET 11-9081.00· ESCO/ISCO 1411

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