SOC 39-3091
Amusement and Recreation Attendants
Risk Score
⚠️55/100
Elevated
US Employment
👥371,590
Total workers
Median Wage
💰$30K
$22K – $40K
Projected Growth
📈+3.4%
2023-2033 (BLS)
GenAI Exposure
🤖31/100
Moderate exposure
💡 Amusement and Recreation Attendants face a risk score of 55/100 — 11 points above the national average of 44. With only 31/100 GenAI exposure, most core tasks remain resistant to current AI capabilities. See our methodology →
💡 Workers in this field earn $30K. The 3 recommended career transitions all maintain competitive wages while reducing automation exposure. Explore transition paths →
🔍 AI Impact Analysis
With a risk score of 55/100, Amusement and Recreation Attendants faces moderate automation pressure. While tasks like automated booking and client management platforms are increasingly handled by AI, the role retains significant human elements. The 371,590 workers in this occupation should focus on strengthening skills in adapting techniques to individual body types and preferences and building trust and rapport with repeat clients to stay ahead. The role will likely evolve rather than disappear.
Will AI Replace Amusement and Recreation Attendants?
Read our full analysis with verdict, risk factors, safe tasks, and career transition paths →
⚠️ Top Risk Factors
Automated booking and client management platforms
Virtual try-on technology reducing in-person consultations
AI-powered skincare and beauty recommendation apps
Robotic massage and physical therapy devices
🛡️ Tasks Safe from Automation
Adapting techniques to individual body types and preferences
Building trust and rapport with repeat clients
Emotional support and active listening during sessions
Personalized hands-on service requiring tactile skill
📊 vs National Average
National avg: $46K
National avg: 44/100
National avg: 38/100
National avg: 3.7%
🔄 Career Transition Paths
| Occupation | Risk | Wage | Overlap |
|---|---|---|---|
| Tour and Travel Guides | 27 | $37K | 71% |
| Concierges | 29 | $37K | 82% |
| Social Workers, All Other | 22 | $69K | 51% |