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JOB REPORT / 39-3012 · 18 TASKS

Gambling and Sports Book Writers and Runners.

Can AI do the work of Gambling and Sports Book Writers and Runners?

Mostly it works alongside you. Here is what shifts, task by task.

YOUR EXPERIENCE MATTERS

How does this fit your work?

How many tasks do you use AI to assist with at work?

Drag the dot. There’s no wrong answer; it starts at our estimate.

Starting pointOur estimate

The mark shows what’s typical for this job.

The parts of your job AI can already do most of:

  • Compare the house hand with players' hands to determine…
  • Record the number of tickets cashed and the amount…
  • Prepare collection reports for submission to supervisors

Your free lesson plan builds the skills that keep you ahead of AI.

A free set of short lessons, about 20 minutes each, at your own pace. No payment, no experience needed.

WHAT WE LOOKED AT

Your job, task by task.

8 of 18 tasks reviewed

This job has 18 core tasks. We went through 8 of them, one at a time.

Task by task, from the work Gambling and Sports Book Writers and Runners actually do. How we describe AI use in each task is our own read of it, not a measurement of whether AI can replace the job.

  1. TASK 01

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

    AI DOES

    Applies game rules instantly to compare hands and declare winners with zero errors

    YOU DO

    Handle disputes, read player behavior, and manage edge cases at a live table

  2. TASK 02

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

    AI DOES

    Tallies ticket counts and calculates total payouts automatically from system data

    YOU DO

    Verify physical tickets and catch errors in real time at the window

  3. TASK 03

    Prepare collection reports for submission to supervisors.

    AI DOES

    Pulls together transaction data, formats totals, and drafts the report layout

    YOU DO

    Verify figures match actual ticket and cash counts from the floor

  4. TASK 04

    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.

    AI DOES

    Calculates winnings and losses instantly, flags errors, and checks ticket validity

    YOU DO

    Handle the physical cash, read the room, and guide patrons face-to-face

  5. TASK 05

    Answer questions about game rules or casino policies.

    AI DOES

    Pulls up rule explanations and policy summaries instantly

    YOU DO

    Know your specific casino's house rules and read the customer's mood in the moment

  6. TASK 06

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

    AI DOES

    Calculates payout amounts and flags rule exceptions instantly

    YOU DO

    Handle cash, verify ID, and manage face-to-face customer interactions

  7. TASK 07

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

    AI DOES

    Flags digital bet records or missing entries in electronic systems

    YOU DO

    Be physically present to confirm every player at the table is ready

  8. TASK 08

    Supervise staff and games and mediate disputes.

    AI DOES

    Flags unusual patterns in betting data or helps document dispute records

    YOU DO

    Stay present on the floor and make fair, in-the-moment calls

START LEARNING AI

Practice AI.
Use your judgment.

There are 8 short lessons for this job, about 15 minutes each. Each one starts from a task above and teaches the part that stays with you.

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Data sources and attribution

This page includes information from the O*NET 30.3 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license. rtwoai has modified all or some of this information. USDOL/ETA has not approved, endorsed, or tested these modifications. O*NET® is a trademark of USDOL/ETA.

Wage and employment figures are from the U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (2025). Job outlook is from the BLS Employment Projections program, 2024–34. BLS data are in the public domain. BLS has not reviewed or endorsed this page.