AI JOB RISK SCANNER
O*NET-SOC 39-3092.00 / model V11 rated-task engine

Will AI replace
Costume Attendants?

Select, fit, and take care of costumes for cast members, and aid entertainers. May assist with multiple costume changes during performances.

Estimated AI task exposure
32%

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

35/100

Physical moat

37/100

Human moat

19/100

Rating coverage

100%

21 task statements / 21 rated

Highest-weighted occupation tasks

Provide dressing assistance to cast members or assign cast dressers to assist specific cast members with costume changes.
Importance 80/100Relevance 82/100Frequency 58/100Weight 0.76
Arrange costumes in order of use to facilitate quick-change procedures for performances.
Importance 77/100Relevance 79/100Frequency 56/100Weight 0.73
Create worksheets for dressing lists, show notes, or costume checks.
Importance 80/100Relevance 82/100Frequency 47/100Weight 0.72
Design or construct costumes or send them to tailors for construction, major repairs, or alterations.
Importance 74/100Relevance 81/100Frequency 56/100Weight 0.72
Distribute costumes or related equipment and keep records of item status.
Importance 74/100Relevance 82/100Frequency 53/100Weight 0.72
Examine costume fit on cast members and sketch or write notes for alterations.
Importance 74/100Relevance 87/100Frequency 43/100Weight 0.71
Clean and press costumes before and after performances and perform any minor repairs.
Importance 70/100Relevance 86/100Frequency 48/100Weight 0.71
Check the appearance of costumes on stage or under lights to determine whether desired effects are being achieved.
Importance 74/100Relevance 80/100Frequency 44/100Weight 0.69
Collaborate with production designers, costume designers, or other production staff to discuss and execute costume design details.
Importance 68/100Relevance 79/100Frequency 38/100Weight 0.65
Monitor, maintain, or secure inventories of costumes, wigs, or makeup, providing keys or access to assigned directors, costume designers, or wardrobe mistresses/masters.
Importance 67/100Relevance 68/100Frequency 49/100Weight 0.63

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

$50,400

BLS OEWS May 2025

National employment

6,510

BLS OEWS May 2025

Projected growth

+5.9%

BLS Employment Projections 2025–2035

Average annual openings

2

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

Helpers--Extraction Workers

5%

27 points lower exposure • 84% profile similarity

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

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Electric Motor, Power Tool, and Related Repairers

5%

27 points lower exposure • 83% profile similarity

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

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Mobile Heavy Equipment Mechanics, Except Engines

5%

27 points lower exposure • 83% profile similarity

Median wage: $65,510 Growth 2025–2035: +6.7% Annual openings: 15

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Millwrights

5%

27 points lower exposure • 84% profile similarity

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

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Layout Workers, Metal and Plastic

6%

26 points lower exposure • 84% profile similarity

Median wage: $63,870 Growth 2025–2035: -3.4% Annual openings: 0

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Wind Turbine Service Technicians

5%

27 points lower exposure • 82% profile similarity

Median wage: $64,120 Growth 2025–2035: +29.5% Annual openings: 2

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.