AI JOB RISK SCANNER
O*NET-SOC 39-3031.00 / model V11 rated-task engine

Will AI replace
Ushers, Lobby Attendants, and Ticket Takers?

Assist patrons at entertainment events by performing duties, such as collecting admission tickets and passes from patrons, assisting in finding seats, searching for lost articles, and helping patrons locate such facilities as restrooms and telephones.

Estimated AI task exposure
36%

Low-Moderate exposure

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

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

Digital/info work

32/100

Physical moat

16/100

Human moat

28/100

Rating coverage

100%

23 task statements / 23 rated

Highest-weighted occupation tasks

Greet patrons attending entertainment events.
Importance 72/100Relevance 92/100Frequency 77/100Weight 0.81
Sell or collect admission tickets, passes, or facility memberships from patrons at entertainment events.
Importance 83/100Relevance 78/100Frequency 75/100Weight 0.79
Clean facilities.
Importance 82/100Relevance 74/100Frequency 81/100Weight 0.78
Maintain order and ensure adherence to safety rules.
Importance 78/100Relevance 84/100Frequency 67/100Weight 0.77
Examine tickets or passes to verify authenticity, using criteria such as color or date issued.
Importance 76/100Relevance 80/100Frequency 75/100Weight 0.77
Provide assistance with patrons' special needs, such as helping those with wheelchairs.
Importance 80/100Relevance 89/100Frequency 41/100Weight 0.74
Refuse admittance to undesirable persons or persons without tickets or passes.
Importance 74/100Relevance 86/100Frequency 51/100Weight 0.73
Assist patrons by giving directions to points in or outside of the facility or providing information about local attractions.
Importance 64/100Relevance 89/100Frequency 59/100Weight 0.72
Operate refreshment stands during intermission or obtain refreshments for press box patrons during performances.
Importance 85/100Relevance 54/100Frequency 83/100Weight 0.72
Search for lost articles or for parents of lost children.
Importance 68/100Relevance 77/100Frequency 42/100Weight 0.65

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

$32,910

BLS OEWS May 2025

National employment

121,770

BLS OEWS May 2025

Projected growth

+0.9%

BLS Employment Projections 2025–2035

Average annual openings

27

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

Bicycle Repairers

5%

31 points lower exposure • 79% profile similarity

Median wage: $42,780 Growth 2025–2035: -5.7% Annual openings: 1

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Millwrights

5%

31 points lower exposure • 81% profile similarity

Median wage: $65,700 Growth 2025–2035: +0.9% Annual openings: 3

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Electric Motor, Power Tool, and Related Repairers

5%

31 points lower exposure • 79% profile similarity

Median wage: $56,210 Growth 2025–2035: +4.4% Annual openings: 1

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Butchers and Meat Cutters

5%

31 points lower exposure • 78% profile similarity

Median wage: $40,140 Growth 2025–2035: +2.4% Annual openings: 15

stronger human/judgment moat, more physical-world work
SAFER ALTERNATIVE

Helpers--Extraction Workers

5%

31 points lower exposure • 78% profile similarity

Median wage: $47,730 Growth 2025–2035: +1.7% Annual openings: 1

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Hazardous Materials Removal Workers

11%

25 points lower exposure • 84% profile similarity

Median wage: $49,450 Growth 2025–2035: +1.5% Annual openings: 4

more physical-world work, lower AI leverage

Personalized career defense protocol

AI-Proofing Plan

AUTOMATE

    AUGMENT

      PROTECT

      • domain expertise
      • exception handling
      • accountability for outcomes

      LEARN

      • cross-functional business knowledge
      • risk and governance

      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
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      Knowledge is your strongest upgrade.