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Automation Risk Analysis

Will “Attendant” be Automated?

Historical Context: Oxford Study (2013)

Ranked #393 of 702. Estimated risk: 72.0%

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AI Exposure Risk

42%

“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%

“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 and serve refreshments to customers.

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

  • 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.

  • 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.

  • 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.

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

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

  • Direct patrons to rides, seats, or attractions.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles