🤖 BARBIE MODE ACTIVATED 💗    Your adblocker was detected!    Comic Sans has been applied as cosmic punishment 💅    Ads keep this database FREE — please whitelist replacedbyrobot.info!    ✨ Everything is pink and that's entirely your fault ✨    🌸                     🤖 BARBIE MODE ACTIVATED 💗    Your adblocker was detected!    Comic Sans has been applied as cosmic punishment 💅    Ads keep this database FREE — please whitelist replacedbyrobot.info!    ✨ Everything is pink and that's entirely your fault ✨    🌸                     
Automation Risk Analysis

Will “Miniature Train Driver” be Automated?

Historical Context: Oxford Study (2013)

Ranked #393 of 702. Estimated risk: 72.0%

Advertisement

A robot took your ad!

Ads keep this free database of 57,000+ jobs alive. Please whitelist replacedbyrobot.info — we promise our ads are tasteful!

AI Exposure Risk

42%

“Miniature Train Driver” 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%

“Miniature Train Driver” 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”

Advertisement

A robot took your ad!

Ads keep this free database of 57,000+ jobs alive. Please whitelist replacedbyrobot.info — we promise our ads are tasteful!

Core Skills & Abilities

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

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

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

  • Direct patrons to rides, seats, or attractions.

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

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

  • 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.

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

  • Sell tickets and collect fees from customers.

  • 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.

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

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

  • Sell and serve refreshments to customers.

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

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

Technologies & Software

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

Alternative Job Titles