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Automation Risk Analysis

Will “Mutuel Machine Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #544 of 702. Estimated risk: 91.0%

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AI Exposure Risk

21%

“Mutuel Machine Operator” will almost certainly 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 21% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

41%

“Mutuel Machine Operator” 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 41% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Gambling and Sports Book Writers and Runners, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Post information enabling patrons to wager on various races and sporting events. Assist in the operation of games such as keno and bingo. May operate random number-generating equipment and announce the numbers for patrons. Receive, verify, and record patrons' wagers. Scan and process winning tickets presented by patrons and pay out winnings for those wagers.

Avg. Annual Salary $32,570
Avg. Hourly Wage $15.66
Available Jobs (US) 7,600
Job Title & Hierarchy Code (SOC) Gambling and Sports Book Writers and Runners #39-3012
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Gambling and Sports Book Writers and Runners”

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Core Skills & Abilities

  • Supervise staff and games and mediate disputes.

  • Prepare collection reports for submission to supervisors.

  • Answer questions about game rules or casino policies.

  • Inspect cards or equipment to be used in games to ensure they are in proper condition.

  • Deliver tickets, cards, and money to bingo callers.

  • Check to ensure that all players have placed their bets before play begins.

  • Compare the house hand with players' hands to determine the winner.

  • Exchange paper currency for playing chips or coins.

  • Pay off or move bets as established by game rules and procedures.

  • Sell food, beverages, or tobacco to players.

  • Open or close cash floats or game tables.

  • Record the number of tickets cashed and the amount paid out after each race or event.

  • Collect bets in the form of cash or chips, verifying and recording amounts.

  • Operate games in which players bet that a ball will come to rest in a particular slot on a rotating wheel, performing actions such as spinning the wheel and releasing the ball.

  • Compute and verify amounts won or lost, paying out winnings or referring patrons to workers, such as gaming cashiers, so that winnings can be collected.

  • Conduct gambling tables or games, such as dice, roulette, cards, or keno, and ensure that game rules are followed.

  • Start gaming equipment that randomly selects numbered balls and announce winning numbers and colors.

  • Collect cards or tickets from players.

Technologies & Software

  • Web browser software
  • Microsoft Copilot
  • Microsoft Word
  • Microsoft Excel
  • Gemini for Workspace
  • Credit card processing software
  • Replika AI
  • Microsoft Windows
  • Microsoft Office software
  • Microsoft PowerPoint
  • ChatGPT (OpenAI)
  • Keno ticket printers
  • Electronic bingo handsets
  • Digital game pacers
  • Mobile radios
  • Random number generating equipment
  • Bingo blowers
  • Point of sale POS computer terminals
  • Ticket printers
  • Handheld microphones
  • Betting boards
  • Personal computers
  • 10-key calculators
  • Audio communications systems
  • Bingo consoles
  • Liquid crystal display LCD monitors
  • Barcode scanners
  • Touch screen computer monitors
  • Keno systems
  • Multi-line telephone systems
  • Electronic cash registers