Side-by-Side Comparison
Travel Guides leads 4–0| Metric | Concierges | Travel Guides |
|---|---|---|
| Risk Score | 33.9% | 31.1% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 61th | 44th |
| Tasks at Risk (>50%) | 7 / 15 | 6 / 15 |
| Median Salary | $37,320 | N/A |
| Employment | 44K | N/A |
Skill Comparison
|
Sorted by largest difference
Sales and Marketing
Scheduling Work and Activities
Organizing, Planning, and Prioritizing Work
Selling or Influencing Others
Performing Administrative Activities
Geography
English Language
Evaluating Information to Determine Compliance with Standards
Coordinating the Work and Activities of Others
Assisting and Caring for Others
Getting Information
Documenting/Recording Information
Protective Factors
Higher values indicate stronger protection against AI displacement
Concierges
31%
total discount
Travel Guides
29%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Concierges
7 of 15 at risk87%Arrange for interpreters or translators when patrons require such services.
86%Perform office duties on a temporary basis when needed.
85%Order flowers for guests.
76%Arrange childcare services for guests.
72%Make travel arrangements for sightseeing or other tours.
Travel Guides
6 of 15 at risk87%Pay bills and record checks issued.
74%Verify amounts and quality of equipment prior to expeditions or tours.
70%Arrange for tour or expedition details such as accommodations, transportation, equipment, and the availability of medical personnel.
69%Provide tourists with assistance in obtaining permits and documents such as visas, passports, and health certificates, and in converting currency.
55%Evaluate services received on the tour, and report findings to tour organizers.
Wage Comparison
ConciergesTravel Guides
10th
$30,770N/A
25th
$33,860N/A
Median
$37,320N/A
75th
$45,700N/A
90th
$58,050N/A
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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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Concierges: Not yetTravel Guides: Not yet