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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

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

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

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

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

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

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

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

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

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

  • Protect herds from predators, using trained dogs.

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

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

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

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

  • 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.

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

  • 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.

Technologies & Software

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

Alternative Job Titles