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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

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

  • Direct patrons to rides, seats, or attractions.

  • Sell and serve refreshments to customers.

  • 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.

  • 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.

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

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

  • 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.

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles