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Automation Risk Analysis

Will “Monitor Worker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #393 of 702. Estimated risk: 72.0%

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AI Exposure Risk

42%

“Monitor 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%

“Monitor 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

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

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

  • Direct patrons to rides, seats, or attractions.

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

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

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

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

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

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

  • 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.

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

  • 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.

Technologies & Software

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

Alternative Job Titles