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Automation Risk Analysis

Will “Game Farm Helper” be Automated?

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AI Exposure Risk

52%

“Game 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%

“Game 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

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

  • 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.

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

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

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

  • Protect herds from predators, using trained dogs.

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

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

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles