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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

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

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

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

  • Protect herds from predators, using trained dogs.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles