AI JOB RISK SCANNER
O*NET-SOC 53-1041.00 / model V11 rated-task engine

Will AI replace
Aircraft Cargo Handling Supervisors?

Supervise and coordinate the activities of ground crew in the loading, unloading, securing, and staging of aircraft cargo or baggage. May determine the quantity and orientation of cargo and compute aircraft center of gravity. May accompany aircraft as member of flight crew and monitor and handle cargo in flight, and assist and brief passengers on safety and emergency procedures. Includes loadmasters.

Estimated AI task exposure
24%

Low-Moderate exposure

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

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

Digital/info work

42/100

Physical moat

69/100

Human moat

20/100

Rating coverage

100%

6 task statements / 6 rated

Highest-weighted occupation tasks

Direct ground crews in the loading, unloading, securing, or staging of aircraft cargo or baggage.
Importance 88/100Relevance 83/100Frequency 70/100Weight 0.82
Distribute cargo to maximize use of space.
Importance 84/100Relevance 86/100Frequency 67/100Weight 0.80
Determine the quantity and orientation of cargo, and compute an aircraft's center of gravity.
Importance 91/100Relevance 73/100Frequency 59/100Weight 0.76
Train new employees in areas such as safety procedures or equipment operation.
Importance 88/100Relevance 90/100Frequency 29/100Weight 0.74
Calculate load weights for different aircraft compartments, using charts and computers.
Importance 96/100Relevance 66/100Frequency 73/100Weight 0.79
Accompany aircraft as a member of the flight crew to monitor and handle cargo in flight.
Importance 78/100Relevance 34/100Frequency 40/100Weight 0.52

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

$58,170

BLS OEWS May 2025

National employment

9,760

BLS OEWS May 2025

Projected growth

+9.2%

BLS Employment Projections 2025–2035

Average annual openings

1

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%

19 points lower exposure • 89% profile similarity

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

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

Electric Motor, Power Tool, and Related Repairers

5%

19 points lower exposure • 89% profile similarity

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

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

Heating, Air Conditioning, and Refrigeration Mechanics and Installers

9%

15 points lower exposure • 91% profile similarity

Median wage: $61,010 Growth 2025–2035: +10.9% Annual openings: 41

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Millwrights

5%

19 points lower exposure • 89% profile similarity

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

less digital task exposure, lower AI leverage
SAFER ALTERNATIVE

Farmworkers and Laborers, Crop, Nursery, and Greenhouse

8%

16 points lower exposure • 91% profile similarity

Median wage: $35,660 Growth 2025–2035: -2.4% Annual openings: 72

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

Mobile Heavy Equipment Mechanics, Except Engines

5%

19 points lower exposure • 88% profile similarity

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

more physical-world work, less digital task exposure

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
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