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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

  • 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.

  • Protect herds from predators, using trained dogs.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles