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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

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

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

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

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

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

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

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

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

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

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

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

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

  • Protect herds from predators, using trained dogs.

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles