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Automation Risk Analysis

Will “Field Worker” be Automated?

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AI Exposure Risk

52%

“Field 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%

“Field 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

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

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

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

  • 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.

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

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

  • Protect herds from predators, using trained dogs.

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

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

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

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

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles