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Automation Risk Analysis

Will “Field Hand” be Automated?

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AI Exposure Risk

52%

“Field Hand” 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 Hand” 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.

  • 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.

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Protect herds from predators, using trained dogs.

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

Alternative Job Titles