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Automation Risk Analysis

Will “Turkey Pinner” be Automated?

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AI Exposure Risk

52%

“Turkey Pinner” 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%

“Turkey Pinner” 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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles