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Automation Risk Analysis

Will “Harvester” be Automated?

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AI Exposure Risk

52%

“Harvester” 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%

“Harvester” 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

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

  • Protect herds from predators, using trained dogs.

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

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

  • 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.

  • 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.

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

  • Provide medical treatment, such as administering medications and vaccinations, or arrange for veterinarians to provide more extensive treatment.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles