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

Procurement specialist

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
Purchase the highest quality merchandise at the lowest possible price and in correct amounts.
Estimate

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

14%28%+3.9
Monitor and follow applicable laws and regulations.
Estimate

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

13%28%+3.6
Prepare purchase orders, solicit bid proposals, and review requisitions for goods and services.
Estimate

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

12%28%+3.4
Maintain and review computerized or manual records of purchased items, costs, deliveries, product performance, and inventories.
Estimate

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

10%55%+5.5
Analyze price proposals, financial reports, and other data and information to determine reasonable prices.
Estimate

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

9%55%+5
Arrange the payment of duty and freight charges.
Estimate

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

8%28%+2.2
Write and review product specifications, maintaining a working technical knowledge of the goods or services to be purchased.
Estimate

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

5%28%+1.4
Research and evaluate suppliers, based on price, quality, selection, service, support, availability, reliability, production and distribution capabilities, and the supplier's reputation and history.
Estimate

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

4%48%+1.9
Other less frequent tasks (weight estimated from frequency).
Estimate

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

25%28%+7
Total100%34%

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

Skills and activities

  • types of coffee beans
  • coffee grinding levels
  • food and beverage industry
  • coffee characteristics
  • examine green coffee beans
  • apply HACCP
  • conduct extensive international travel
  • analyse consumer buying trends
  • negotiate price
  • evaluate coffee characteristics

Sources for this job· O*NET 13-1023.00· ESCO/ISCO 3323

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