◀ scan anotherFIRST-LINE SUPERVISORS OF ENTERTAINMENT AND RECREATION WORKERS, EXCEPT GAMBLING SERVICESshare ⧉ EXPOSURE TO AI
37%
MODERATE
OBSERVED IN REAL USE · Anthropic 2026
4%
of this role’s work is already showing up in real Claude usage (Anthropic Economic Index).
The boring parts are leaving. The judgment stays.
37% of this role’s O*NET tasks are within reach of today’s AI. That is the core-weighted exposure score from Eloundou et al. 2023 (“GPTs are GPTs”). It measures a capability ceiling, not a headcount forecast. In the blast radius. A real slice of the work is already automatable. The rest isn’t.
WHAT AI CAN ALREADY DO
- Analyze and record personnel or operational data and write related activity reports
- Provide staff with assistance in performing difficult or complicated duties
- Requisition supplies and equipment necessary for workers to facilitate recreational or entertainment activities, such as safety harnesses, flash lights, or first aid kits
- Apply customer feedback to service improvement efforts
- Assign work schedules, following work requirements, to ensure quality and timely delivery of service
WHAT IT STILL CAN’T
- Direct or coordinate the activities of entertainment and recreation related workers
- Inspect work areas or operating equipment to ensure conformance to established standards in areas such as cleanliness or maintenance
- Meet with managers or other supervisors to stay informed of changes affecting workers or operations
- Observe and evaluate workers' appearance and performance to ensure quality service and compliance with specifications
- Plan, direct, or supervise recreational and entertainment activities led by staff, such as sports, aquatics, games, or performing arts
THE HONEST PART. A percentage is not a pink slip. High exposure usually means a role shrinks and shifts toward judgment, direction and responsibility: the parts a model can’t sign its name to. Exposure ≠ displacement. Breathe.
"My job is 37% cooked. What’s yours?"
SOURCES: O*NET 30.3 occupational tasks · Eloundou et al. 2023 (“GPTs are GPTs”,
arXiv:2303.10130) · Anthropic Economic Index 2026 (CC-BY) |
how this is calculated |
last updated 2026-07-16