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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

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

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

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

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

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

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

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

  • Protect herds from predators, using trained dogs.

  • 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.

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles