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Automation Risk Analysis

Will “Pool Table Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #393 of 702. Estimated risk: 72.0%

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AI Exposure Risk

42%

“Pool Table 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%

“Pool Table 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

  • Sell tickets and collect fees from customers.

  • Direct patrons to rides, seats, or attractions.

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles