medium risk
Travel Guidesvs
39 shared · 18 different
core competencies
Side-by-Side Comparison
Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products leads 3–0| Metric | Travel Guides | Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products |
|---|---|---|
| Risk Score | 31.1% | 30.4% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 44th | 41th |
| Tasks at Risk (>50%) | 6 / 15 | 6 / 15 |
| Median Salary | N/A | $100,070 |
| Employment | N/A | 294K |
Skill Comparison
|
Sorted by largest difference
Performing for or Working Directly with the Public
Geography
Clerical
Judging the Qualities of Things, Services, or People
Transportation
NegotiationAI-Resistant
Production and Processing
Oral Expression
PersuasionAI-Resistant
Communicating with Persons Outside Organization
Thinking Creatively
Active LearningAI-Augmented
Protective Factors
Higher values indicate stronger protection against AI displacement
Travel Guides
29%
total discount
Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products
29%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
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.
Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products
6 of 15 at risk86%Complete expense reports, sales reports, or other paperwork.
67%Quote prices, credit terms, or other bid specifications.
66%Prepare and submit sales contracts for orders.
62%Maintain customer records, using automated systems.
55%Compute customer's installation or production costs and estimate savings from new services, products, or equipment.
Wage Comparison
Travel GuidesSales Representatives, Wholesale and Manufacturing, Technical and Scientific Products
10th
N/A$48,840
25th
N/A$65,640
Median
N/A$100,070
75th
N/A$146,150
90th
N/A$194,890
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Travel Guides2028–2035
Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products2028–2035
20242030203520402045
Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products has a longer runway before significant displacement, projected 0 years later than Travel Guides.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Travel
0
Unique to Sales
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Fine Manipulation
Social Intelligence
Decision Complexity
Creativity
Travel GuidesSales Representatives, Wholesale and Manufacturing, Technical and Scientific Products