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Automation Risk Analysis

Will “Inoculator” be Automated?

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AI Exposure Risk

52%

“Inoculator” 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%

“Inoculator” 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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

  • 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.

  • Protect herds from predators, using trained dogs.

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

Technologies & Software

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

Alternative Job Titles