IS WORK OVER?

Automation index

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

Today an AI can already prep materials, sort notes, and write a first summary. The class, the source, and the patient still need someone in the room.

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

Task comparison

Veterinarian

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
Inoculate animals against various diseases, such as rabies or distemper.
Estimate

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

11%28%+3.1
Examine animals to detect and determine the nature of diseases or injuries.
Estimate

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

10%28%+2.8
Collect body tissue, feces, blood, urine, or other body fluids for examination and analysis.
Estimate

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

10%48%+4.8
Treat sick or injured animals by prescribing medication, setting bones, dressing wounds, or performing surgery.
Estimate

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

9%12%+1.1
Advise animal owners regarding sanitary measures, feeding, general care, medical conditions, or treatment options.
Estimate

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

8%28%+2.2
Direct the overall operations of animal hospitals, clinics, or mobile services to farms.
Estimate

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

8%28%+2.2
Provide care to a wide range of animals or specialize in a particular species, such as horses or exotic birds.
Estimate

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

7%28%+2
Train or supervise workers who handle or care for animals.
Estimate

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

6%22%+1.3
Other less frequent tasks (weight estimated from frequency).
Estimate

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

31%28%+8.7
Total100%28%

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

Skills and activities

  • biosecurity related to animals
  • signs of animal illness
  • animal welfare legislation
  • animal production science
  • physiology of animals
  • environmental enrichment for animals
  • fundamental veterinary sciences
  • veterinary clinical sciences
  • anatomy of animals
  • animal behaviour

Sources for this job· O*NET 29-1131.00· ESCO/ISCO 2250

Botanist

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
Herbarium, keys and the specimen.
Estimate

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

16%40%+6.4
Field, the population and not collecting extra.
Estimate

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

18%14%+2.5
Survey, the habitat and the one that is lost.
Estimate

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

16%28%+4.5
Report, the works and the one who will not hear.
Estimate

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

16%22%+3.5
The glasshouse, the culture and not mixing labels.
Estimate

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

18%18%+3.2
Identify, and not killing the population.
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

  • herbarium
  • keys
  • populations
  • botanical surveys
  • habitats
  • collect
  • labels
  • the field

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

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