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Automation Risk Analysis

Will “Whip Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #393 of 702. Estimated risk: 72.0%

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AI Exposure Risk

42%

“Whip Operator” 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 42% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

39%

“Whip Operator” 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 39% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Amusement and Recreation Attendants, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Perform a variety of attending duties at amusement or recreation facility. May schedule use of recreation facilities, maintain and provide equipment to participants of sporting events or recreational pursuits, or operate amusement concessions and rides.

Avg. Annual Salary $31,350
Avg. Hourly Wage $15.07
Available Jobs (US) 371,590
Job Title & Hierarchy Code (SOC) Amusement and Recreation Attendants #39-3091
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Amusement and Recreation Attendants”

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Core Skills & Abilities

  • Announce or describe amusement park attractions to patrons to entice customers to games and other entertainment.

  • Clean sporting equipment, vehicles, rides, booths, facilities, or grounds.

  • Monitor activities to ensure adherence to rules and safety procedures, or arrange for the removal of unruly patrons.

  • Provide assistance to patrons entering or exiting amusement rides, boats, or ski lifts, or mounting or dismounting animals.

  • Schedule the use of recreation facilities, such as golf courses, tennis courts, bowling alleys, or softball diamonds.

  • Maintain inventories of equipment, storing and retrieving items and assembling and disassembling equipment as necessary.

  • Verify, collect, or punch tickets before admitting patrons to venues, such as amusement parks and rides.

  • Provide information about facilities, entertainment options, and rules and regulations.

  • Rent, sell, or issue sporting equipment and supplies, such as bowling shoes, golf balls, swimming suits, or beach chairs.

  • Fasten safety devices for patrons, or provide them with directions for fastening devices.

  • Operate, drive, or explain the use of mechanical riding devices or other automatic equipment in amusement parks, carnivals, or recreation areas.

  • Keep informed of shut-down and emergency evacuation procedures.

  • Sell and serve refreshments to customers.

  • Record details of attendance, sales, receipts, reservations, or repair activities.

  • Inspect equipment to detect wear and damage and perform minor repairs, adjustments, or maintenance tasks, such as oiling parts.

  • Sell tickets and collect fees from customers.

  • Direct patrons to rides, seats, or attractions.

Technologies & Software

  • Microsoft Internet Explorer
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  • Facebook
  • ChatGPT (OpenAI)
  • Microsoft Outlook
  • Database software
  • Adobe PageMaker
  • Calendar and scheduling software
  • Gemini for Workspace
  • Microsoft Word
  • Microsoft Windows
  • Replika AI
  • Microsoft Office software
  • Microsoft Copilot
  • Cable cars
  • Hula hoops
  • Passenger vans
  • Electronic cash registers
  • Fertilizer spreaders
  • Field painting machines
  • Jump ropes
  • Hard hats
  • Metallic glitter
  • Go-carts
  • Wigs
  • 10-key calculators
  • Microphones
  • Ski lifts
  • Desktop computers
  • Laser facsimile machines
  • Rope tows
  • Roller skates
  • Photocopying equipment
  • Irrigation sprinklers
  • J-bars
  • Vacuum cleaners
  • Costumes
  • First aid kits
  • Face masks
  • Carousels
  • Water-based face paints
  • Bowling pinsetting machines
  • Handheld calculators
  • Material transport trucks
  • Loudspeakers
  • Riding mowers
  • T-bars

Alternative Job Titles