AI exposure by occupation, O*NET 39-7012.00
Will AI replace Travel Guides?
Travel Guides: AI can already handle 2 of 17 tasks; the work mostly needs a standard-tier model.
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Every task, scored
The 17 tasks O*NET 30.3 lists for Travel Guides, from most to least exposed. 2 reach 60 or more, the level at which AI already handles a task.
| Task | AI exposure | Evidence | Model tier |
|---|---|---|---|
| Verify amounts and quality of equipment prior to expeditions or tours. | Estimated | Frontier | |
| Evaluate services received on the tour, and report findings to tour organizers. | Estimated | Standard | |
| Pilot airplanes or drive land and water vehicles to transport tourists to activity or tour sites. | Estimated | Efficient | |
| Plan tour itineraries, applying knowledge of travel routes and destination sites. | Estimated | Frontier | |
| Explain hunting and fishing laws to groups to ensure compliance. | Estimated | Efficient | |
| Lead individuals or groups to tour site locations and describe points of interest. | Estimated | Efficient | |
| Arrange for tour or expedition details such as accommodations, transportation, equipment, and the availability of medical personnel. | Estimated | Efficient | |
| Resolve any problems with itineraries, service, or accommodations. | Estimated | Efficient | |
| Sell or rent equipment, clothing, and supplies related to expeditions. | Estimated | Standard | |
| Pay bills and record checks issued. | Estimated | Efficient | |
| Attend to special needs of tour participants. | Estimated | Efficient | |
| Sell travel packages. | Estimated | Standard | |
| Instruct novices in climbing techniques, mountaineering, and wilderness survival, and demonstrate use of hunting, fishing, and climbing equipment. | Estimated | Efficient | |
| Give advice on sightseeing and shopping. | Estimated | Standard | |
| Administer first aid to injured group participants. | Estimated | Efficient | |
| Provide tourists with assistance in obtaining permits and documents such as visas, passports, and health certificates, and in converting currency. | Estimated | Efficient | |
| Set up camps, and prepare meals for tour group members. | Estimated | No tier |
Observed: scored from AI use recorded in the Anthropic Economic Index (June 2026 release), 0 of 17 tasks. Estimated: scored from the task's O*NET 30.3 work activity, 17 of 17. Importance is O*NET's 1 to 5 rating of how central the task is. Model tier is the lowest tier that can do the task under the published rubric; "No tier" marks hands-on work.
The model tier this role needs
A standard-tier model or lower covers 83% of the role's importance-weighted task work. 95% of the work is something AI can address at some tier, and 5% is hands-on.
Efficient, standard and frontier tiers come from the JobRoute model tier reference. The recommended tier is the lowest one that covers 80% of the work AI can address. How the method works.
Wages, employment and outlook
BLS Occupational Employment and Wage Statistics (May 2025) publishes no national employment or wage figure for this O*NET occupation.
Adjacent roles
The occupations that reuse the most of this role's skills, with the usual time to move. These are the first places to look when you plan to redeploy or retrain people in this role.
- Tour Guides and Escorts 79% skill overlap, about 8 months to move Exposure56
- Travel Agents 72% skill overlap, about 10 months to move Exposure31
- Reservation and Transportation Ticket Agents and Travel Clerks 60% skill overlap, about 14 months to move Exposure67
- Park Naturalists 56% skill overlap, about 16 months to move Exposure58
- Recreation Workers 55% skill overlap, about 16 months to move Exposure59
Skill overlap and transition time from the JobRoute role adjacency graph on O*NET 30.3 skills.
Questions about Travel Guides and AI
Will AI replace Travel Guides?
AI already handles 2 of the 17 tasks O*NET lists for this occupation, at a task exposure of 60 or more, and the role's importance-weighted exposure is 36 out of 100. JobRoute scores tasks, not whole jobs, so the score shows how much of the work changes rather than whether the job disappears.
What is the AI exposure of Travel Guides?
36 out of 100 on JobRoute's task exposure measure, the importance-weighted average of the role's O*NET task scores. Higher means more of the work is AI-doable today. 0 of the 17 task scores are observed in the Anthropic Economic Index (June 2026 release), and the other 17 are estimated from each task's O*NET work activity.
Which Travel Guides tasks can AI already do?
The tasks with the highest exposure are: Verify amounts and quality of equipment prior to expeditions or tours; Evaluate services received on the tour, and report findings to tour organizers. They are the tasks that reach 60 or more.
What AI model tier does this role need?
A standard-tier model or lower covers 83% of the role's importance-weighted task work. JobRoute assigns each task the lowest tier that can do it under a published rubric and recommends the lowest tier that covers 80% of the work AI can address.
How to cite
Data version 2026-11-02, JobRoute method v1.0.0. Download all occupations or this occupation as JSON. Methodology.
JobRoute (2026). AI exposure: Travel Guides. Data version 2026-11-02, method v1.0.0. Built on O*NET 30.3, BLS OEWS May 2025 and the Anthropic Economic Index (June 2026). CC BY 4.0. https://www.jobroute.ai/jobs/travel-guides
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