IS WORK OVER?

Automation index

How much of a Farmer’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

Farmer

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
Manage nurseries that grow horticultural plants for sale to trade or retail customers, for display or exhibition, or for research.
Estimate

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

29%12%+3.5
Determine plant growing conditions, such as greenhouses, hydroponics, or natural settings, and set planting and care schedules.
Estimate

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

14%28%+3.9
Coordinate clerical, record-keeping, inventory, requisitioning, and marketing activities.
Estimate

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

10%55%+5.5
Position and regulate plant irrigation systems, and program environmental and irrigation control computers.
Estimate

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

7%28%+2
Direct the breeding or raising of stock, such as cattle, poultry, or honeybees, using recognized breeding practices to ensure stock improvement.
Estimate

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

5%28%+1.4
Collect and record growth, production, and environmental data.
Estimate

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

5%55%+2.8
Maintain financial, operational, production, or employment records for farms or ranches.
Estimate

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

4%55%+2.2
Provide information to customers on the care of trees, shrubs, flowers, plants, and lawns.
Estimate

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

4%28%+1.1
Other less frequent tasks (weight estimated from frequency).
Estimate

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

22%28%+6.2
Total100%29%

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

Skills and activities

  • technical equipment for crop production
  • crop production principles
  • agronomical production principles
  • soil structure
  • plant species
  • agroforestry
  • types of storage facilities
  • pest control in plants
  • ecology
  • fertilisation principles

Sources for this job· O*NET 11-9013.00· ESCO/ISCO 6111

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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