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Automation Risk Analysis

Will “Wrangler” be Automated?

Historical Context: Oxford Study (2013)

Ranked #170 of 702. Estimated risk: 10.0%

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AI Exposure Risk

50%

“Wrangler” will probably not 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 50% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

42%

“Wrangler” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 42% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Animal Trainers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Train animals for riding, harness, security, performance, or obedience, or for assisting persons with disabilities. Accustom animals to human voice and contact, and condition animals to respond to commands. Train animals according to prescribed standards for show or competition. May train animals to carry pack loads or work as part of pack team.

Avg. Annual Salary $45,780
Avg. Hourly Wage $22.01
Available Jobs (US) 20,110
Job Title & Hierarchy Code (SOC) Animal Trainers #39-2011
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Animal Trainers”

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Core Skills & Abilities

  • Feed or exercise animals or provide other general care, such as cleaning or maintaining holding or performance areas.

  • Advise animal owners regarding the purchase of specific animals.

  • Organize or conduct animal shows.

  • Talk to or interact with animals to familiarize them to human voices or contact.

  • Evaluate animals to determine their temperaments, abilities, or aptitude for training.

  • Evaluate animals for trainability and ability to perform.

  • Train horses or other equines for riding, harness, show, racing, or other work, using knowledge of breed characteristics, training methods, performance standards, and the peculiarities of each animal.

  • Retrain horses to break bad habits, such as kicking, bolting, or resisting bridling or grooming.

  • Cue or signal animals during performances.

  • Conduct training programs to develop or maintain desired animal behaviors for competition, entertainment, obedience, security, riding, or related purposes.

  • Administer prescribed medications to animals.

  • Observe animals' physical conditions to detect illness or unhealthy conditions requiring medical care.

  • Train dogs in human assistance or property protection duties.

  • Use oral, spur, rein, or hand commands to condition horses to carry riders or to pull horse-drawn equipment.

  • Keep records documenting animal health, diet, or behavior.

Technologies & Software

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  • Rope halters
  • Equine training harnesses
  • Lead ropes
  • Slicker brushes
  • Dog cooling vests
  • Pin brushes
  • Clicker targets
  • Dog muzzles
  • Training whistles
  • Bite tugs
  • Bite sleeves
  • Personal computers
  • Agility A-frames
  • Training surcingles
  • Agility tunnels
  • Dog training collars
  • Agitation whips
  • Agility dog walks
  • Flat halters
  • Long leashes
  • Agility pause tables
  • Stud chains
  • Swivel carabiners
  • Agitation sticks
  • Agility tire jumps
  • Draw reins
  • Bite suits
  • Equine ear plugs
  • Training forks
  • Agility jumps
  • Agility see-saws
  • Side reins