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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

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

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

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

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

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

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

  • 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.

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

  • Protect herds from predators, using trained dogs.

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

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

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles