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Automation Risk Analysis

Will “Farm Helper” be Automated?

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AI Exposure Risk

52%

“Farm Helper” 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%

“Farm Helper” 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

  • 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.

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

  • 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.

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

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

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

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

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

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

  • 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.

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

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

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

  • Protect herds from predators, using trained dogs.

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

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

Technologies & Software

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

Alternative Job Titles