IS WORK OVER?

Automation index

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

Today an AI or a robot can barely cover part of a shift. Pace, the physical space, and dealing with people still are the job.

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

Task comparison

Cook

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
Portion, arrange, and garnish food, and serve food to waiters or patrons.
Estimate

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

10%28%+2.8
Inspect and clean food preparation areas, such as equipment, work surfaces, and serving areas, to ensure safe and sanitary food-handling practices.
Estimate

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

9%28%+2.5
Turn or stir foods to ensure even cooking.
Estimate

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

9%28%+2.5
Season and cook food according to recipes or personal judgment and experience.
Estimate

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

8%28%+2.2
Ensure food is stored and cooked at correct temperature by regulating temperature of ovens, broilers, grills, and roasters.
Estimate

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

8%28%+2.2
Weigh, measure, and mix ingredients according to recipes or personal judgment, using various kitchen utensils and equipment.
Estimate

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

7%28%+2
Bake, roast, broil, and steam meats, fish, vegetables, and other foods.
Estimate

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

7%28%+2
Coordinate and supervise work of kitchen staff.
Estimate

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

7%22%+1.5
Other less frequent tasks (weight estimated from frequency).
Estimate

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

35%28%+9.8
Total100%28%

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

Skills and activities

  • cook
  • mise en place
  • dishes
  • bake
  • comply with food safety and hygiene
  • order supplies
  • store raw food materials
  • receive kitchen supplies
  • use food preparation techniques
  • dispose waste

Sources for this job· O*NET 35-2014.00· ESCO/ISCO 5120

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

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