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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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • Protect herds from predators, using trained dogs.

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

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

Technologies & Software

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

Alternative Job Titles