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Automation Risk Analysis

Will “Sports Book Server” be Automated?

Historical Context: Oxford Study (2013)

Ranked #544 of 702. Estimated risk: 91.0%

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AI Exposure Risk

21%

“Sports Book Server” 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%

“Sports Book Server” 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

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

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

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

  • Prepare collection reports for submission to supervisors.

  • Exchange paper currency for playing chips or coins.

  • Collect cards or tickets from players.

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

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

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

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

  • 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.

  • Supervise staff and games and mediate disputes.

  • Sell food, beverages, or tobacco to players.

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

  • Answer questions about game rules or casino policies.

  • 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.

  • Open or close cash floats or game tables.

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

Technologies & Software

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