AI JOB RISK SCANNER
O*NET-SOC 39-3011.00 / model V11 rated-task engine

Will AI replace
Gambling Dealers?

Operate table games. Stand or sit behind table and operate games of chance by dispensing the appropriate number of cards or blocks to players, or operating other gambling equipment. Distribute winnings or collect players' money or chips. May compare the house's hand against players' hands.

Estimated AI task exposure
33%

Low-Moderate exposure

V11 weights occupation tasks using O*NET Importance, Relevance and Frequency ratings instead of treating every task equally.

21 tasks have usable Task Rating records; weighted-task coverage is 100%.

Digital/info work

22/100

Physical moat

8/100

Human moat

18/100

Rating coverage

100%

21 task statements / 21 rated

Highest-weighted occupation tasks

Greet customers and make them feel welcome.
Importance 97/100Relevance 100/100Frequency 92/100Weight 0.97
Pay winnings or collect losing bets as established by the rules and procedures of a specific game.
Importance 98/100Relevance 98/100Frequency 92/100Weight 0.96
Check to ensure that all players have placed bets before play begins.
Importance 96/100Relevance 100/100Frequency 91/100Weight 0.96
Exchange paper currency for playing chips or coin money.
Importance 96/100Relevance 93/100Frequency 92/100Weight 0.94
Conduct gambling games, such as dice, roulette, cards, or keno, following all applicable rules and regulations.
Importance 92/100Relevance 98/100Frequency 90/100Weight 0.94
Inspect cards and equipment to be used in games to ensure that they are in good condition.
Importance 95/100Relevance 98/100Frequency 80/100Weight 0.92
Stand behind a gaming table and deal the appropriate number of cards to each player.
Importance 94/100Relevance 92/100Frequency 91/100Weight 0.92
Deal cards to house hands, and compare these with players' hands to determine winners, as in black jack.
Importance 94/100Relevance 91/100Frequency 89/100Weight 0.92
Apply rule variations to card games such as poker, in which players bet on the value of their hands.
Importance 92/100Relevance 88/100Frequency 92/100Weight 0.91
Receive, verify, and record patrons' cash wagers.
Importance 92/100Relevance 87/100Frequency 90/100Weight 0.90

Task weighting

Each rated task receives a composite weight: 38% relevance, 37% importance and 25% frequency. Core tasks receive a small additional multiplier. Low-precision rows flagged by O*NET for suppression are excluded.

Occupation scoring

When rating coverage is strong, rated tasks contribute 60% of the digital, physical and human task signals and Work Activities contribute 40%. Lower-coverage occupations automatically rely more on Work Activities.

U.S. labor market

BLS Wage & Employment Outlook

Median annual wage

$34,320

BLS OEWS May 2025

National employment

83,910

BLS OEWS May 2025

Projected growth

+3.4%

BLS Employment Projections 2025–2035

Average annual openings

13

BLS Employment Projections 2025–2035

BLS labor-market figures are separate from the site's AI-exposure model. Missing values mean a compatible detailed BLS occupation estimate was not published or could not be mapped.

Career pivot radar

Safer Career Alternatives

These options are selected from the same 923-occupation model. They favor a similar task/work profile with meaningfully lower estimated AI exposure. They are suggestions for exploration, not guarantees of job fit.

SAFER ALTERNATIVE

Tree Trimmers and Pruners

5%

28 points lower exposure • 82% profile similarity

Median wage: $50,960 Growth 2025–2035: +4.2% Annual openings: 8

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Insurance Appraisers, Auto Damage

5%

28 points lower exposure • 82% profile similarity

Median wage: $78,240 Growth 2025–2035: -8.7% Annual openings: 1

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Fence Erectors

6%

27 points lower exposure • 84% profile similarity

Median wage: $47,980 Growth 2025–2035: +5.6% Annual openings: 2

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Ambulance Drivers and Attendants, Except Emergency Medical Technicians

5%

28 points lower exposure • 81% profile similarity

Median wage: $35,450 Growth 2025–2035: -1.3% Annual openings: 1

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Cement Masons and Concrete Finishers

6%

27 points lower exposure • 82% profile similarity

Median wage: $57,020 Growth 2025–2035: +1.6% Annual openings: 14

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Medical Appliance Technicians

5%

28 points lower exposure • 82% profile similarity

Median wage: $48,030 Growth 2025–2035: +3.5% Annual openings: 1

more physical-world work, lower AI leverage

Personalized career defense protocol

AI-Proofing Plan

AUTOMATE

    AUGMENT

    • administrative support tasks
    • planning and documentation

    PROTECT

    • domain expertise
    • exception handling
    • accountability for outcomes

    LEARN

    • cross-functional business knowledge
    • risk and governance
    • basic AI literacy

    AI-PROOFING RESOURCES

    What this score does not mean

    The percentage is a comparative task-exposure index. It is not the probability that this occupation disappears, that a worker is laid off, or that AI can perform the entire job.

    New in V11

    Find a Safer Career Path

    High exposure does not mean starting over. V11 compares your occupation with the other 922 O*NET occupations and surfaces lower-exposure options with similar work profiles.

    EXPLORE CAREER ALTERNATIVES
    I am your guide.
    Knowledge is your strongest upgrade.