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Automation Risk Analysis

Will “Ditcher” be Automated?

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AI Exposure Risk

52%

“Ditcher” 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%

“Ditcher” 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.

  • 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.

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

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

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

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

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

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

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

  • Protect herds from predators, using trained dogs.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles