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Automation Risk Analysis

Will “Race Book Writer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #544 of 702. Estimated risk: 91.0%

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AI Exposure Risk

21%

“Race Book Writer” 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%

“Race Book Writer” 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

  • Open or close cash floats or game tables.

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

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

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

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

  • Answer questions about game rules or casino policies.

  • Sell food, beverages, or tobacco to players.

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

  • 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.

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

  • Supervise staff and games and mediate disputes.

  • 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.

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

  • Prepare collection reports for submission to supervisors.

  • Exchange paper currency for playing chips or coins.

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

  • Collect cards or tickets from players.

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

Technologies & Software

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