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Automation Risk Analysis

Will “Pool Attendant” be Automated?

Historical Context: Oxford Study (2013)

Ranked #393 of 702. Estimated risk: 72.0%

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AI Exposure Risk

42%

“Pool Attendant” 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 Attendant” 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.

  • 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.

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

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

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

  • Sell and serve refreshments to customers.

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

  • 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.

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

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

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

  • Direct patrons to rides, seats, or attractions.

  • 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.

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

Technologies & Software

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

Alternative Job Titles