Travel Guides
Personal Care and Service0%
AI Risk
18% AI risk — Low risk level
Low Risk
18% • Low exposure
Based on task-level analysis (O*NET)
AI Impact Assessment
This job is relatively safe from AI automation and may even benefit from AI tools.
Travel Guides with an AI automation risk score of 18%. Analysis includes 17 core tasks.
Safer Career Paths
Travel Agents
Low Risk
7% AI Risk
Human-centered work and decision ownership.
Tour Guides and Escorts
Low Risk
14% AI Risk
Human-centered work and decision ownership.
Reservation and Transportation Ticket Agents and Travel Clerks
Low Risk
13% AI Risk
Human-centered work and decision ownership.
Key Tasks
Sell travel packages.
Risk: 28%
Pay bills and record checks issued.
Risk: 56%
Explain hunting and fishing laws to groups to ensure compliance.
Risk: 82%
Verify amounts and quality of equipment prior to expeditions or tours.
Risk: 63%
Arrange for tour or expedition details such as accommodations
Risk: 0%
Plan tour itineraries
Risk: 0%
Resolve any problems with itineraries
Risk: 0%
Attend to special needs of tour participants.
Risk: 0%
Upskilling Courses
Data Sources
Analysis based on O*NET data
Method: rule+context+activity+calibration