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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

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

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

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

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

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

  • 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.

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

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

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

  • Protect herds from predators, using trained dogs.

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

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles