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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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • 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.

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

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

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

  • Protect herds from predators, using trained dogs.

Technologies & Software

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

Alternative Job Titles