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Automation Risk Analysis

Will “Farmer” be Automated?

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AI Exposure Risk

52%

“Farmer” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 52% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

51%

“Farmer” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 51% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Farmworkers, Farm, Ranch, and Aquacultural Animals, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Attend to live farm, ranch, open range or aquacultural animals that may include cattle, sheep, swine, goats, horses and other equines, poultry, rabbits, finfish, shellfish, and bees. Attend to animals produced for animal products, such as meat, fur, skins, feathers, eggs, milk, and honey. Duties may include feeding, watering, herding, grazing, milking, castrating, branding, de-beaking, weighing, catching, and loading animals. May maintain records on animals; examine animals to detect diseases and injuries; assist in birth deliveries; and administer medications, vaccinations, or insecticides as appropriate. May clean and maintain animal housing areas. Includes workers who shear wool from sheep and collect eggs in hatcheries.

Avg. Annual Salary $38,580
Avg. Hourly Wage $18.55
Available Jobs (US) 35,420
Job Title & Hierarchy Code (SOC) Farmworkers, Farm, Ranch, and Aquacultural Animals #45-2093
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Farmworkers, Farm, Ranch, and Aquacultural Animals”

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Core Skills & Abilities

  • Order food for animals, and arrange for its delivery.

  • Examine animals to detect illness, injury, or disease, and to check physical characteristics, such as rate of weight gain.

  • Herd livestock to pastures for grazing or to scales, trucks, or other enclosures.

  • Perform duties related to livestock reproduction, such as breeding animals within appropriate timeframes, performing artificial inseminations, and helping with animal births.

  • Mark livestock to identify ownership and grade, using brands, tags, paint, or tattoos.

  • Provide medical treatment, such as administering medications and vaccinations, or arrange for veterinarians to provide more extensive treatment.

  • Shift animals between grazing areas to ensure that they have sufficient access to food.

  • Feed and water livestock and monitor food and water supplies.

  • Maintain growth, feeding, production, and cost records.

  • Groom, clip, trim, or castrate animals, dock ears and tails, or shear coats to collect hair.

  • Inspect, maintain, and repair equipment, machinery, buildings, pens, yards, and fences.

  • Move equipment, poultry, or livestock from one location to another, manually or using trucks or carts.

  • Drive trucks, tractors, and other equipment to distribute feed to animals.

  • Protect herds from predators, using trained dogs.

  • Patrol grazing lands on horseback or using all-terrain vehicles.

  • Segregate animals according to weight, age, color, and physical condition.

  • Mix feed, additives, and medicines in prescribed portions.

  • Spray livestock with disinfectants and insecticides, or dip or bathe animals.

  • Clean stalls, pens, and equipment, using disinfectant solutions, brushes, shovels, water hoses, or pumps.

Technologies & Software

  • BCL Landview Systems WinCrop
  • Spreadsheet software
  • Microsoft Office software
  • Valley Agricultural Software DairyCOMP 305
  • ChatGPT (OpenAI)
  • Mistral (Mistral AI)
  • Microsoft Excel
  • John Deere AI
  • Climate FieldView
  • Llama (Meta)
  • Qwen (Alibaba)
  • Web browser software
  • Farm Works Software Trac
  • Gemini (Google)
  • Grok (xAI)
  • Taranis AI
  • Kimi (Moonshot AI)
  • DeepSeek
  • Lancaster DHIA PCDART
  • Microsoft Word
  • Claude (Anthropic)
  • Blue River Technology AI
  • Nova (Amazon)
  • Animal vaccination syringes
  • Horse bridles
  • Cattle prods
  • Animal hair trimmers
  • Dehorners
  • Veterinary intravenous IV sets
  • Automatic watering devices
  • Robotic milking stations
  • Automated feed batch mixers
  • Insecticide sprayers
  • Post hole diggers
  • Animal hair clippers
  • All terrain vehicles ATV
  • Blood drawing syringes
  • Debeakers
  • Claw hammers
  • Pipeline milking systems
  • Poultry incubators
  • Skid steer loaders
  • Cattle chutes
  • Shovels
  • Desktop computers
  • Potbelly tractor trailers
  • Disinfectant sprayers
  • Tie-stall milking systems
  • Egg washing machines
  • Backhoes
  • Vacutainers
  • Hand trucks
  • Animal trailers
  • Hoof trimmers
  • Multipurpose tractors
  • Feed wagons
  • Power drills
  • RFID tags
  • Egg grading machines
  • Farm trucks
  • Milking machines
  • Feed trailers
  • Castration equipment
  • Nail trimmers
  • Front-end loaders
  • Fumigators
  • Horse saddles
  • Snowplows
  • Automatic milking parlors
  • Milking equipment sterilizers
  • Ear taggers
  • Nebulizers
  • Balling guns
  • Electronic animal scales
  • Insemination syringes
  • Grease guns
  • Power saws
  • Dust and particulate respirators
  • Headlocks
  • Feed conveyors
  • Laptop computers
  • Egg candlers

Alternative Job Titles