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Automation Risk Analysis

Will “Ditch Digger” be Automated?

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AI Exposure Risk

52%

“Ditch Digger” 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%

“Ditch Digger” 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.

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

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

  • Protect herds from predators, using trained dogs.

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

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

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

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

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

  • 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.

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

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles