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Automation Risk Analysis

Will “Portable Trackman” be Automated?

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AI Exposure Risk

52%

“Portable Trackman” 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%

“Portable Trackman” 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

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

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

  • 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.

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

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

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

  • 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.

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

  • Protect herds from predators, using trained dogs.

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

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles