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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.

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

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

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

  • 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.

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

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

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

  • Protect herds from predators, using trained dogs.

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

  • 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.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles