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Automation Risk Analysis

Will “Shrimp Pond Laborer” be Automated?

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AI Exposure Risk

52%

“Shrimp Pond Laborer” 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%

“Shrimp Pond Laborer” 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

  • Protect herds from predators, using trained dogs.

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

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

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

  • 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.

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

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

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

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

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

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

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles