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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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

  • Protect herds from predators, using trained dogs.

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

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

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

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

Technologies & Software

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

Alternative Job Titles