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Automation Risk Analysis

Will “Farm Laborer” be Automated?

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AI Exposure Risk

52%

“Farm Laborer” 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%

“Farm Laborer” 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

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

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

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

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

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

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

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

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

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

  • Protect herds from predators, using trained dogs.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles