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Automation Risk Analysis

Will “Soft Crab Shedder” be Automated?

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AI Exposure Risk

52%

“Soft Crab Shedder” 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%

“Soft Crab Shedder” 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

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

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

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

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

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

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

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

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

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

  • 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.

  • Protect herds from predators, using trained dogs.

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles