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Automation Risk Analysis

Will “Vaccine Specialist” be Automated?

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AI Exposure Risk

52%

“Vaccine Specialist” 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%

“Vaccine Specialist” 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.

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

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

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

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

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

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

  • 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.

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

  • 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.

  • 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.

  • Protect herds from predators, using trained dogs.

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

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

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

Technologies & Software

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

Alternative Job Titles