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Automation Risk Analysis

Will “Picker” be Automated?

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AI Exposure Risk

52%

“Picker” 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%

“Picker” 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

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

  • 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.

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

  • 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.

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

  • Protect herds from predators, using trained dogs.

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

  • 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.

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

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles