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Automation Risk Analysis

Will “Incubator Tender” be Automated?

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AI Exposure Risk

52%

“Incubator Tender” 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%

“Incubator Tender” 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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Protect herds from predators, using trained dogs.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles