AI JOB RISK SCANNER
O*NET-SOC 53-2031.00 / model V11 rated-task engine

Will AI replace
Flight Attendants?

Monitor safety of the aircraft cabin. Provide services to airline passengers, explain safety information, serve food and beverages, and respond to emergency incidents.

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.

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

Digital/info work

32/100

Physical moat

25/100

Human moat

26/100

Rating coverage

100%

25 task statements / 25 rated

Highest-weighted occupation tasks

Walk aisles of planes to verify that passengers have complied with federal regulations prior to takeoffs and landings.
Importance 93/100Relevance 100/100Frequency 86/100Weight 0.94
Announce and demonstrate safety and emergency procedures, such as the use of oxygen masks, seat belts, and life jackets.
Importance 95/100Relevance 100/100Frequency 83/100Weight 0.94
Monitor passenger behavior to identify threats to the safety of the crew and other passengers.
Importance 94/100Relevance 99/100Frequency 86/100Weight 0.93
Verify that first aid kits and other emergency equipment, including fire extinguishers and oxygen bottles, are in working order.
Importance 96/100Relevance 100/100Frequency 79/100Weight 0.93
Prepare passengers and aircraft for landing, following procedures.
Importance 92/100Relevance 100/100Frequency 82/100Weight 0.92
Determine special assistance needs of passengers, such as small children, the elderly, or persons with disabilities.
Importance 82/100Relevance 99/100Frequency 81/100Weight 0.88
Attend preflight briefings concerning weather, altitudes, routes, emergency procedures, crew coordination, lengths of flights, food and beverage services offered, and numbers of passengers.
Importance 82/100Relevance 100/100Frequency 78/100Weight 0.88
Direct and assist passengers in emergency procedures, such as evacuating a plane following an emergency landing.
Importance 92/100Relevance 89/100Frequency 78/100Weight 0.87
Reassure passengers when situations, such as turbulence, are encountered.
Importance 81/100Relevance 100/100Frequency 75/100Weight 0.87
Check to ensure that food, beverages, blankets, reading material, emergency equipment, and other supplies are aboard and are in adequate supply.
Importance 79/100Relevance 100/100Frequency 76/100Weight 0.86

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

$63,580

BLS OEWS May 2025

National employment

131,650

BLS OEWS May 2025

Projected growth

+8.8%

BLS Employment Projections 2025–2035

Average annual openings

18

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

Millwrights

5%

28 points lower exposure • 83% 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%

28 points lower exposure • 81% profile similarity

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

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Bicycle Repairers

5%

28 points lower exposure • 81% profile similarity

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

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Helpers--Extraction Workers

5%

28 points lower exposure • 80% profile similarity

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

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Butchers and Meat Cutters

5%

28 points lower exposure • 79% profile similarity

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

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

Outdoor Power Equipment and Other Small Engine Mechanics

5%

28 points lower exposure • 81% profile similarity

Median wage: $47,880 Growth 2025–2035: +2.3% Annual openings: 4

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.