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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

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

  • Protect herds from predators, using trained dogs.

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

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

  • 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.

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

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

  • 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.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles