AI JOB RISK SCANNER
O*NET-SOC 39-6011.00 / model V11 rated-task engine

Will AI replace
Baggage Porters and Bellhops?

Handle baggage for travelers at transportation terminals or for guests at hotels or similar establishments.

Estimated AI task exposure
26%

Low-Moderate exposure

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

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

Digital/info work

33/100

Physical moat

41/100

Human moat

25/100

Rating coverage

100%

17 task statements / 17 rated

Highest-weighted occupation tasks

Greet incoming guests and escort them to their rooms.
Importance 88/100Relevance 97/100Frequency 85/100Weight 0.91
Supply guests or travelers with directions, travel information, and other information, such as available services and points of interest.
Importance 87/100Relevance 100/100Frequency 82/100Weight 0.91
Transfer luggage, trunks, and packages to and from rooms, loading areas, vehicles, or transportation terminals, by hand or using baggage carts.
Importance 87/100Relevance 99/100Frequency 79/100Weight 0.90
Receive and mark baggage by completing and attaching claim checks.
Importance 88/100Relevance 96/100Frequency 79/100Weight 0.89
Transport guests about premises and local areas, or arrange for transportation.
Importance 88/100Relevance 93/100Frequency 80/100Weight 0.88
Explain the operation of room features, such as locks, ventilation systems, and televisions.
Importance 86/100Relevance 85/100Frequency 76/100Weight 0.83
Maintain clean lobbies or entrance areas for travelers or guests.
Importance 88/100Relevance 79/100Frequency 80/100Weight 0.82
Assist travelers and guests with disabilities.
Importance 84/100Relevance 98/100Frequency 51/100Weight 0.81
Pick up and return items for laundry and valet service.
Importance 78/100Relevance 92/100Frequency 65/100Weight 0.80
Deliver messages and room service orders, and run errands for guests.
Importance 80/100Relevance 82/100Frequency 61/100Weight 0.76

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

$37,080

BLS OEWS May 2025

National employment

28,510

BLS OEWS May 2025

Projected growth

-3.0%

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

Millwrights

5%

21 points lower exposure • 88% 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%

21 points lower exposure • 86% profile similarity

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

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Helpers--Extraction Workers

5%

21 points lower exposure • 85% profile similarity

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

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Bicycle Repairers

5%

21 points lower exposure • 84% profile similarity

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

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Outdoor Power Equipment and Other Small Engine Mechanics

5%

21 points lower exposure • 85% profile similarity

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

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Butchers and Meat Cutters

5%

21 points lower exposure • 83% profile similarity

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

stronger human/judgment moat, more physical-world work

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
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