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US evidence · AI already used for 2 of 10 main tasks · Check another job

Plan, organize, and conduct long-distance travel, tours, and expeditions for individuals and groups.

10 main tasks · most important first

Four studies, side by side

None is a forecast of job loss

38%of this job’s tasks an AI model could do in half the time, counting tasks that need extra tools as half (rated in 2023).Eloundou, Manning, Mishkin and Rock, 2023

Above 76% of jobsin how much of this job’s physical work robots have been shown to do, from factories to homes (2026).Anthropic, 2026

Checked O*NET 31.0, August 2026Corrections

About this check

What the Job Check never does

It never gives a “chance of losing your job”. AI touching a task is not the same as losing a job.

It never calls missing data “safe”. When too little real use was seen, we say so.

It keeps your search private. Matching happens in your browser. You need no account, and we store nothing about you.

Where these numbers come from

O*NET 31.0 Database, US Department of Labor, Employment and Training Administration (USDOL/ETA), 2026-08. Licence: CC BY 4.0.

Anthropic Economic Index: labor market impacts (observed exposure), Anthropic, 2026-03-05. Licence: CC BY.

Working with AI: Measuring the Applicability of Generative AI to Occupations (v1.1), Microsoft Research (Tomlinson et al.), 2025-12. Licence: CC BY 4.0.

GPTs are GPTs: labor market impact potential of LLMs (Science, 2024), Eloundou, Manning, Mishkin and Rock, 2023. Licence: MIT.

What work can robots do? (robot exposure index), Anthropic, 2026-09-30. Licence: CC BY 4.0.

This page includes information from the O*NET® 31.0 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), used under the CC BY 4.0 license. We have modified this information; USDOL/ETA has not approved, endorsed or tested these modifications. O*NET® is a trademark of USDOL/ETA. How the Job Check works.

Corrections

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