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Automation Risk Analysis

Will “Frog Farmworker” be Automated?

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AI Exposure Risk

52%

“Frog Farmworker” 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%

“Frog Farmworker” 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.

  • Protect herds from predators, using trained dogs.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles