AI JOB SCANNER
O*NET-SOC 39-6012.00 / model V14 rated-task + local-market engine

Will AI replace
Concierges?

Assist patrons at hotel, apartment, or office building with personal services. May take messages; arrange or give advice on transportation, business services, or entertainment; or monitor guest requests for housekeeping and maintenance.

Estimated AI task exposure
31%

Low-Moderate exposure

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

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

Digital/info work

28/100

Physical moat

22/100

Human moat

21/100

Rating coverage

100%

18 task statements / 18 rated

Highest-weighted occupation tasks

Provide information about local features, such as shopping, dining, nightlife, or recreational destinations.
Importance 90/100Relevance 100/100Frequency 79/100Weight 0.91
Provide directions to guests.
Importance 82/100Relevance 100/100Frequency 74/100Weight 0.87
Make reservations for patrons, such as for dinner, spa treatments, or golf tee times, and obtain tickets to special events.
Importance 83/100Relevance 100/100Frequency 71/100Weight 0.87
Make travel arrangements for sightseeing or other tours.
Importance 77/100Relevance 100/100Frequency 66/100Weight 0.83
Pick up and deliver items or run errands for guests.
Importance 76/100Relevance 100/100Frequency 44/100Weight 0.77
Order flowers for guests.
Importance 78/100Relevance 96/100Frequency 46/100Weight 0.77
Book airline or train tickets, reserve rental cars, or arrange shuttle service for guests.
Importance 72/100Relevance 96/100Frequency 51/100Weight 0.76
Carry out unusual requests, such as searching for hard-to-find items or arranging for exotic services, such as hot-air balloon rides.
Importance 68/100Relevance 100/100Frequency 41/100Weight 0.73
Receive, store, or deliver luggage or mail.
Importance 66/100Relevance 91/100Frequency 53/100Weight 0.72
Assist guests with special needs by providing equipment such as wheelchairs.
Importance 68/100Relevance 96/100Frequency 36/100Weight 0.70

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

$38,950

BLS OEWS May 2025

National employment

49,240

BLS OEWS May 2025

Projected growth

+2.6%

BLS Employment Projections 2025–2035

Average annual openings

7

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.

CHECK PAY WHERE YOU LIVE

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%

26 points lower exposure • 84% profile similarity

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

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Cement Masons and Concrete Finishers

6%

25 points lower exposure • 85% profile similarity

Median wage: $57,020 Growth 2025–2035: +1.6% Annual openings: 14

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Outdoor Power Equipment and Other Small Engine Mechanics

5%

26 points lower exposure • 82% profile similarity

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

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Bicycle Repairers

5%

26 points lower exposure • 81% profile similarity

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

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

Electric Motor, Power Tool, and Related Repairers

5%

26 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

Butchers and Meat Cutters

5%

26 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

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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