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Automation Risk Analysis

Will “Ball Worker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #393 of 702. Estimated risk: 72.0%

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AI Exposure Risk

42%

“Ball Worker” 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%

“Ball Worker” 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

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

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

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

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

  • Sell tickets and collect fees from customers.

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

  • Sell and serve refreshments to customers.

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

  • Direct patrons to rides, seats, or attractions.

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

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles