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Automation Risk Analysis

Will “Farm Tech (Farm Technician)” be Automated?

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AI Exposure Risk

52%

“Farm Tech (Farm Technician)” 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%

“Farm Tech (Farm Technician)” 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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Protect herds from predators, using trained dogs.

Technologies & Software

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

Alternative Job Titles