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Automation Risk Analysis

Will “Feed Grinder” be Automated?

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AI Exposure Risk

52%

“Feed Grinder” 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%

“Feed Grinder” 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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

  • Protect herds from predators, using trained dogs.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles