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Automation Risk Analysis

Will “Pari Mutuel Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #544 of 702. Estimated risk: 91.0%

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AI Exposure Risk

21%

“Pari Mutuel Clerk” 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%

“Pari Mutuel Clerk” 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

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

  • 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.

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

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

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

  • Exchange paper currency for playing chips or coins.

  • Answer questions about game rules or casino policies.

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

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

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

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

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

  • Prepare collection reports for submission to supervisors.

  • 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.

  • Collect cards or tickets from players.

  • Sell food, beverages, or tobacco to players.

Technologies & Software

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