Takeover Tracker
54%high risk

Gaming and Sports Book Writers and Runners

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 payout winnings for those wagers.

Higher risk than 99% of occupations
Checking for existing plan...

How AI Impacts Each Task

24 tasks analyzed

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

Risk: 80.0%AI: 77EstimatedTime: 10%

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.

Risk: 59.0%AI: 65EstimatedTime: 4%

Exchange paper currency for playing chips or coins.

Risk: 86.0%AI: 92EstimatedTime: 5%

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

Risk: 86.0%AI: 92EstimatedTime: 5%

Seat patrons at gaming tables.

Risk: 51.0%AI: 45EstimatedTime: 2%

Open or close cash floats or game tables.

Risk: 80.0%AI: 77EstimatedTime: 3%

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

Risk: 78.0%AI: 72EstimatedTime: 7%

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

Risk: 78.0%AI: 72EstimatedTime: 7%

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

Risk: 61.0%AI: 70EstimatedTime: 3%

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

Risk: 84.0%AI: 87EstimatedTime: 4%

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

Risk: 78.0%AI: 72EstimatedTime: 2%

Collect cards or tickets from players.

Risk: 49.0%AI: 40EstimatedTime: 4%

Push dice to shooters and retrieve thrown dice.

Risk: 49.0%AI: 40EstimatedTime: 3%

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.

Risk: 86.0%AI: 92EstimatedTime: 9%

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

Risk: 88.0%AI: 97EstimatedTime: 4%

Answer questions about game rules or casino policies.

Risk: 38.6%AI: 59.1ObservedTime: 5%

Prepare collection reports for submission to supervisors.

Risk: 88.0%AI: 97EstimatedTime: 3%

Take the house percentage from each pot.

Risk: 78.0%AI: 72EstimatedTime: 4%

Deliver tickets, cards, and money to bingo callers.

Risk: 51.0%AI: 45EstimatedTime: 2%

Participate in games for gambling establishments to provide the minimum complement of players at a table.

Risk: 76.0%AI: 67EstimatedTime: 2%

Sell food, beverages, or tobacco to players.

Risk: 78.0%AI: 72EstimatedTime: 2%

Supervise staff and games and mediate disputes.

Risk: 21.0%AI: 15EstimatedTime: 5%

Serve drinks to patrons.

Risk: 49.0%AI: 40EstimatedTime: 2%

Provide race or game information to patrons.

Risk: 86.0%AI: 92EstimatedTime: 3%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Reading Comprehension10%

Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Recommended Courses

Courses matched to Gaming and Sports Book Writers and Runners skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-6.9pt risk+$2K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Pluralsightbeginner

Cybersecurity Fundamentals Path

by Pluralsight

30 hours$29/mo4.5Certificate
Enhances AI augmentation: Monitoring

Estimated Impact

-4.9pt risk+$2K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Coursera

Inspired Leadership Through Emotional Intelligence

by Case Western Reserve University

32 hours$49/mo4.8Certificate
Strengthens resilience: Adaptability/Flexibility

Estimated Impact

-3.5pt risk+$2K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Alternate Career Paths

See all transitions

Score History

Risk score over 2 scoring runs

-1.2

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School2%
High School Diploma87%
Some College2%
Post-Secondary Certificate7%
Associate's Degree3%

Prior Experience Needed

Work experience required to enter this job

None46%
Up to 1 month10%
1-3 months10%
3-6 months6%
1-2 years25%
2-4 years3%

Training Provided After Hiring

How long it typically takes to learn on the job

None10%
Up to 1 month59%
1-3 months25%
3-6 months6%

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis