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STRATUSWORKFORCE SCAN
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Recreation Workers

Conduct recreation activities with groups in public, private, or volunteer agencies or recreation facilities. Organize and promote activities, such as arts and crafts, sports, games, music, dramatics, social recreation, camping, and hobbies, taking into account the needs and interests of individual members.

331,490 people do this job in the US. $36,560 a year.

now
14%

of the working time. Estimate.

Kinds of work
  • 16%
  • 9%
  • 76%
0%

Measured, from Anthropic's usage data (2025). Counts help on part of a task.

Half the desk work within reach
Already

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 16% 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, 13%. Today's estimate: 14%.

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: 2% within reachGemini 3 Pro, November 2025: 4% within reachClaude Opus 4.5, November 2025: 4% within reachGPT-5.2, December 2025: 5% within reachClaude Opus 4.6, February 2026: 6% within reachClaude Mythos Preview (early), April 2026: 13% within reachToday (estimate), September 2026: 14% 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 . 24 tasks from .

TaskKind
Oversee the purchase, planning, design, construction, and upkeep of recreation facilities and areas.Done daily by most who do it. 30%1.7 work days3.3 h to 4.2 work daysStays with people
Manage the daily operations of recreational facilities.Done daily by most who do it. 17%3.3 h1.7 h to 6.7 hStays with people
Assess the needs and interests of individuals and groups and plan activities accordingly, given the available equipment or facilities.Done daily by most who do it. 8%1.3 h25 min to 2.5 h87%Half by now
Evaluate recreation areas, facilities, and services to determine if they are producing desired results.Done daily by most who do it. 7%1.7 h50 min to 3.3 hStays with people
Organize, lead, and promote interest in recreational activities, such as arts, crafts, sports, games, camping, and hobbies.Done daily by most who do it. 7%1.7 h38 min to 3.3 hStays with people
Direct special activities or events, such as aquatics, gymnastics, or performing arts.Done more than monthly by most who do it. 4%3.3 h1.7 h to 6.7 hStays with people
Supervise and coordinate the work activities of personnel, such as training staff members and assigning work duties.Done daily by most who do it. 4%1.3 h25 min to 2.5 hStays with people
Enforce rules and regulations of recreational facilities to maintain discipline and ensure safety.Done daily by most who do it. 3%17 min8 min to 38 minStays with people
Provide for entertainment and set up related decorations and equipment.Done more than monthly by most who do it. 3%1.3 h25 min to 2.5 hStays with people
Document individuals' progress toward meeting their treatment goals.Done daily by most who do it. 2%38 min13 min to 1.7 h95%Half by now
Develop treatment goals for individuals based on their assessments.Done daily by most who do it.2%1.3 h38 min to 2.1 h99%Half by now
Explain principles, techniques, and safety procedures to participants in recreational activities and demonstrate use of materials and equipment.Done daily by most who do it. 1%50 min17 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.