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Automation Risk Analysis

Will “Handler” be Automated?

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AI Exposure Risk

52%

“Handler” 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%

“Handler” 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

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

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

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

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

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

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

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

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

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

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

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

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

  • Protect herds from predators, using trained dogs.

  • 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.

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

  • 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.

Technologies & Software

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

Alternative Job Titles