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Automation Risk Analysis

Will “Land Clearer” be Automated?

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AI Exposure Risk

52%

“Land Clearer” 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%

“Land Clearer” 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.

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

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

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

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

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

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

  • 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.

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

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

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

  • Protect herds from predators, using trained dogs.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles