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Automation Risk Analysis

Will “Casino Gaming Worker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #544 of 702. Estimated risk: 91.0%

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AI Exposure Risk

21%

“Casino Gaming Worker” 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%

“Casino Gaming 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 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

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

  • Collect cards or tickets from players.

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

  • Supervise staff and games and mediate disputes.

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

  • Answer questions about game rules or casino policies.

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

  • 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.

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

  • Exchange paper currency for playing chips or coins.

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

  • Prepare collection reports for submission to supervisors.

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

  • 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.

  • Sell food, beverages, or tobacco to players.

  • Open or close cash floats or game tables.

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

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

Technologies & Software

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