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Automation Risk Analysis

Will “Racker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #393 of 702. Estimated risk: 72.0%

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AI Exposure Risk

42%

“Racker” 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%

“Racker” 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

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

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

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

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

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

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

  • Sell and serve refreshments to customers.

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

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

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

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

  • Direct patrons to rides, seats, or attractions.

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

  • Sell tickets and collect fees from customers.

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

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

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

Technologies & Software

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

Alternative Job Titles