AI JOB RISK SCANNER
O*NET-SOC 53-6032.00 / model V11 rated-task engine

Will AI replace
Aircraft Service Attendants?

Service aircraft with fuel. May de-ice aircraft, refill water and cooling agents, empty sewage tanks, service air and oxygen systems, or clean and polish exterior.

Estimated AI task exposure
10%

Low exposure

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

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

Digital/info work

20/100

Physical moat

55/100

Human moat

17/100

Rating coverage

100%

11 task statements / 11 rated

Highest-weighted occupation tasks

Complete forms describing tasks completed.
Importance 83/100Relevance 82/100Frequency 86/100Weight 0.83
Radio to flight dispatchers or other personnel to discuss incoming or outgoing aircraft.
Importance 90/100Relevance 68/100Frequency 89/100Weight 0.81
Guide aircraft to designated areas using hand signals, batons, or other methods.
Importance 93/100Relevance 50/100Frequency 79/100Weight 0.73
Refuel aircraft using hoses connected to fuel trucks.
Importance 94/100Relevance 50/100Frequency 87/100Weight 0.75
Tow aircraft to gates or hangars using tugs, tractors, or other vehicles.
Importance 94/100Relevance 50/100Frequency 85/100Weight 0.75
Inspect aircraft components to locate cracks, breaks, leaks, or other problems.
Importance 76/100Relevance 61/100Frequency 83/100Weight 0.72
Load baggage or cargo for crew or passengers.
Importance 76/100Relevance 50/100Frequency 83/100Weight 0.68
Apply de-icing fluid to aircraft from baskets lifted by truck-mounted cranes.
Importance 99/100Relevance 50/100Frequency 43/100Weight 0.67
Climb ladders to reach aircraft surfaces to be cleaned.
Importance 75/100Relevance 65/100Frequency 51/100Weight 0.65
Refill aircraft potable water tanks.
Importance 75/100Relevance 48/100Frequency 71/100Weight 0.64

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

$40,450

BLS OEWS May 2025

National employment

31,300

BLS OEWS May 2025

Projected growth

+5.6%

BLS Employment Projections 2025–2035

Average annual openings

4

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

Ambulance Drivers and Attendants, Except Emergency Medical Technicians

5%

5 points lower exposure • 95% profile similarity

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

more physical-world work
SAFER ALTERNATIVE

Medical Appliance Technicians

5%

5 points lower exposure • 96% profile similarity

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

more physical-world work
SAFER ALTERNATIVE

Roofers

5%

5 points lower exposure • 96% profile similarity

Median wage: $55,440 Growth 2025–2035: +5.3% Annual openings: 12

more physical-world work
SAFER ALTERNATIVE

Fence Erectors

6%

4 points lower exposure • 97% profile similarity

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

more physical-world work
SAFER ALTERNATIVE

Tree Trimmers and Pruners

5%

5 points lower exposure • 95% profile similarity

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

more physical-world work
SAFER ALTERNATIVE

Insurance Appraisers, Auto Damage

5%

5 points lower exposure • 95% profile similarity

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

more physical-world work

Personalized career defense protocol

AI-Proofing Plan

AUTOMATE

    AUGMENT

    • administrative support tasks
    • planning and documentation

    PROTECT

    • physical-world execution
    • on-site troubleshooting
    • dexterity and equipment interaction

    LEARN

    • AI-assisted diagnostics
    • digital documentation
    • 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.