37
/100

SOC 39-5000

Personal Appearance Workers

ModerateFrey/Osborne: 40.0%

Risk Score

⚠️

37/100

Moderate

US Employment

👥

543,830

Total workers

Median Wage

💰

$35K

$26K – $64K

Projected Growth

📈

+5.9%

2023-2033 (BLS)

GenAI Exposure

🤖

35/100

Moderate exposure

How we calculate these numbers →

💡 Personal Appearance Workers face a risk score of 37/100 — 7 points below the national average of 44. With only 35/100 GenAI exposure, most core tasks remain resistant to current AI capabilities. See our methodology →

💡 Workers in this field earn $35K. The 3 recommended career transitions all maintain competitive wages while reducing automation exposure. Explore transition paths →

🔍 AI Impact Analysis

With a risk score of 37/100, Personal Appearance Workers faces moderate automation pressure. While tasks like virtual try-on technology reducing in-person consultations are increasingly handled by AI, the role retains significant human elements. The 543,830 workers in this occupation should focus on strengthening skills in personalized hands-on service requiring tactile skill and emotional support and active listening during sessions to stay ahead. The role will likely evolve rather than disappear.

Will AI Replace Personal Appearance Workers?

Read our full analysis with verdict, risk factors, safe tasks, and career transition paths →

⚠️ Top Risk Factors

1

Virtual try-on technology reducing in-person consultations

2

AI fitness coaching apps displacing personal trainers

3

Robotic massage and physical therapy devices

🛡️ Tasks Safe from Automation

Personalized hands-on service requiring tactile skill

Emotional support and active listening during sessions

Creative aesthetic judgment for individual clients

Building trust and rapport with repeat clients

📊 vs National Average

Median Wage$35K
$-11K

National avg: $46K

Risk Score37/100
-7

National avg: 44/100

GenAI Exposure35/100
-3

National avg: 38/100

Projected Growth5.9%
+2.2%

National avg: 3.7%

🔄 Career Transition Paths

OccupationRiskWageOverlap
Tour and Travel Guides27$37K80%
Concierges29$37K76%
Social Workers, All Other22$69K55%