AI JOB RISK SCANNER
O*NET-SOC 41-3041.00 / model V11 rated-task engine

Will AI replace
Travel Agents?

Plan and sell transportation and accommodations for customers. Determine destination, modes of transportation, travel dates, costs, and accommodations required. May also describe, plan, and arrange itineraries and sell tour packages. May assist in resolving clients' travel problems.

Estimated AI task exposure
56%

Moderate exposure

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

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

Digital/info work

50/100

Physical moat

6/100

Human moat

35/100

Rating coverage

100%

8 task statements / 8 rated

Highest-weighted occupation tasks

Compute cost of travel and accommodations, using calculator, computer, carrier tariff books, and hotel rate books, or quote package tour's costs.
Importance 89/100Relevance 100/100Frequency 74/100Weight 0.89
Collect payment for transportation and accommodations from customer.
Importance 90/100Relevance 99/100Frequency 70/100Weight 0.89
Record and maintain information on clients, vendors, and travel packages.
Importance 87/100Relevance 100/100Frequency 72/100Weight 0.88
Plan, describe, arrange, and sell itinerary tour packages and promotional travel incentives offered by various travel carriers.
Importance 89/100Relevance 95/100Frequency 76/100Weight 0.88
Converse with customer to determine destination, mode of transportation, travel dates, financial considerations, and accommodations required.
Importance 89/100Relevance 96/100Frequency 73/100Weight 0.88
Book transportation and hotel reservations, using computer or telephone.
Importance 86/100Relevance 94/100Frequency 74/100Weight 0.86
Print or request transportation carrier tickets, using computer printer system or system link to travel carrier.
Importance 82/100Relevance 97/100Frequency 71/100Weight 0.85
Provide customer with brochures and publications containing travel information, such as local customs, points of interest, or foreign country regulations.
Importance 76/100Relevance 93/100Frequency 59/100Weight 0.78

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

$50,160

BLS OEWS May 2025

National employment

55,110

BLS OEWS May 2025

Projected growth

+0.2%

BLS Employment Projections 2025–2035

Average annual openings

6

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

Hydroelectric Production Managers

10%

46 points lower exposure • 73% profile similarity

Median wage: $126,060 Growth 2025–2035: +2.6% Annual openings: 17

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

Butchers and Meat Cutters

5%

51 points lower exposure • 68% profile similarity

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

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

Chefs and Head Cooks

12%

44 points lower exposure • 74% profile similarity

Median wage: $62,470 Growth 2025–2035: +6.6% Annual openings: 25

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

Hazardous Materials Removal Workers

11%

45 points lower exposure • 75% profile similarity

Median wage: $49,450 Growth 2025–2035: +1.5% Annual openings: 4

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

Bicycle Repairers

5%

51 points lower exposure • 67% profile similarity

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

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

Millwrights

5%

51 points lower exposure • 67% profile similarity

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

more physical-world work, less digital task exposure

Personalized career defense protocol

AI-Proofing Plan

AUTOMATE

  • repeatable administrative workflows

AUGMENT

  • decision preparation
  • scenario generation

PROTECT

  • domain expertise
  • exception handling
  • accountability for outcomes

LEARN

  • prompt and workflow design
  • AI output verification
  • cross-functional business knowledge
  • risk and governance

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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