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Tour Guides and Escorts

Escort individuals or groups on sightseeing tours or through places of interest, such as industrial establishments, public buildings, and art galleries.

$38,120 a year (for the broader BLS group this job sits in).

now
9%

of the working time. Estimate.

Kinds of work
  • 23%
  • 0%
  • 77%
n/a

Anthropic's data does not cover this job.

Half the desk work within reach
December 2026

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 23% of the time
Chosen to Ceiling: the share
DateNow
NowEnd of 2030

What each choice means: , , , , . Every pace starts from .

At this date and pace, models finish tasks up to 4.4 h long four times in five.

How far this has come

With GPT-4, measured in March 2023, 0% of this job's working time was within reach at . With Claude 3.7 Sonnet, measured in February 2025, 0%. With Claude Mythos Preview (early), measured in April 2026, 7%. Today's estimate: 9%.

0%5%10%15%20%2023202420252026GPT-4, March 2023: 0% within reachGPT-4 Turbo (Nov 2023), November 2023: 0% within reachGPT-4o, May 2024: 0% within reachClaude 3.5 Sonnet (June 2024), June 2024: 0% within reacho1-preview, September 2024: 0% within reachClaude 3.5 Sonnet (Oct 2024), October 2024: 0% within reacho1, December 2024: 0% within reachClaude 3.7 Sonnet, February 2025: 0% within reacho3, April 2025: 1% within reachGPT-5, August 2025: 1% within reachGemini 3 Pro, November 2025: 2% within reachClaude Opus 4.5, November 2025: 2% within reachGPT-5.2, December 2025: 2% within reachClaude Opus 4.6, February 2026: 3% within reachClaude Mythos Preview (early), April 2026: 7% within reachToday (estimate), September 2026: 9% within reach
Each step is a new best model measured by METR, four in five; the dashed end is today's estimate. Point at a dot for the model.

A backcast: today's task data with the best model METR had measured by each date. It shows how fast the models have moved, not what anyone forecast at the time.

The tasks

Sorted by . 19 tasks from .

TaskKind
Escort individuals or groups on cruises, sightseeing tours, or through places of interest, such as industrial establishments, public buildings, or art galleries.Done hourly or more by most who do it. 23%2.5 h38 min to 6.7 hStays with people
Research various topics, including site history, environmental conditions, and clients' skills and abilities to plan appropriate expeditions, instruction, and commentary.Done more than weekly by most who do it. 18%3.3 h50 min to 1 work day28%Half by Feb 2027
Monitor visitors' activities to ensure compliance with establishment or tour regulations and safety practices.Done hourly or more by most who do it. 9%50 min13 min to 3.3 hStays with people
Describe tour points of interest to group members, and respond to questions.Done hourly or more by most who do it. 9%38 min13 min to 1.7 hStays with people
Drive motor vehicles to transport visitors to establishments and tour site locations.Done hourly or more by most who do it.6%1.7 h25 min to 3.3 hStays with people
Provide for physical safety of groups, performing such activities as providing first aid or directing emergency evacuations.Done hourly or more by most who do it.5%50 min13 min to 2.5 hStays with people
Conduct educational activities for school children.Done more than weekly by most who do it. 4%1.7 h25 min to 5 hStays with people
Select travel routes and sites to be visited based on knowledge of specific areas.Done more than weekly by most who do it. 4%50 min17 min to 3.3 h78%Half by now
Provide information about wildlife varieties and habitats, as well as any relevant regulations, such as those pertaining to hunting and fishing.Done hourly or more by most who do it.4%38 min8 min to 1.7 hStays with people
Assemble and check the required supplies and equipment prior to departure.Done daily by most who do it.3%38 min13 min to 1.7 hStays with people
Train other guides and volunteers.Done more than yearly by most who do it.3%3.3 h1.7 h to 1.7 work daysStays with people
Solicit tour patronage and sell souvenirs.Done several times a day by most who do it.2%38 min13 min to 1.7 hStays with people

Within reach, per task: the share of the task's time whose instances are short enough for a model to finish at the chosen date, pace and reliability. Half by: the date half of that time comes within reach.

Jobs that share skills with this one

From O*NET's related occupations. Within reach now and by the end of 2028, long-run pace, four in five.

Where this job works

The industry groups that employ the most of it (BLS, May 2025). Counts are for the broader BLS group this job sits in.

Where the most of these jobs are

The metro areas with the most people in it (BLS, May 2025). Counts are for the broader BLS group this job sits in.