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Automation Risk Analysis

Will “Agricultural Worker” be Automated?

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AI Exposure Risk

52%

“Agricultural Worker” 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%

“Agricultural Worker” 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

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

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

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

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

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

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

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

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

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

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

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

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

  • Protect herds from predators, using trained dogs.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles