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Automation Risk Analysis

Will “Field Aide” be Automated?

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AI Exposure Risk

52%

“Field Aide” 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%

“Field Aide” 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

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

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

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

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

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

  • 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.

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

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

  • 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.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles