68
/100

SOC 33-3041

Parking Enforcement Workers

High RiskFrey/Osborne: 84.0%

Risk Score

⚠️

68/100

High Risk

US Employment

👥

7,770

Total workers

Median Wage

💰

$47K

$35K – $76K

Projected Growth

📈

-1.5%

2023-2033 (BLS)

GenAI Exposure

🤖

76/100

High exposure

How we calculate these numbers →

💡 Parking Enforcement Workers face a risk score of 68/100 — 24 points above the national average of 44. With 76/100 GenAI exposure, this occupation faces significant pressure from AI tools despite weak projected growth. See our methodology →

💡 Workers in this field earn $47K ($840 above the national median). The 3 recommended career transitions all maintain competitive wages while reducing automation exposure. Explore transition paths →

🔍 AI Impact Analysis

With a risk score of 68/100, Parking Enforcement Workers faces moderate automation pressure. While tasks like generative ai producing marketing and creative copy are increasingly handled by AI, the role retains significant human elements. The 7,770 workers in this occupation should focus on strengthening skills in physical apprehension and emergency response and de-escalation of volatile interpersonal confrontations to stay ahead. The role will likely evolve rather than disappear.

Will AI Replace Parking Enforcement Workers?

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

⚠️ Top Risk Factors

1

Generative AI producing marketing and creative copy

2

Autonomous patrol and security robots

3

AI-powered research and literature review tools

4

AI summarization replacing manual report compilation

🛡️ Tasks Safe from Automation

Physical apprehension and emergency response

De-escalation of volatile interpersonal confrontations

Split-second judgment in life-threatening situations

📊 vs National Average

Median Wage$47K
+$840

National avg: $46K

Risk Score68/100
+24

National avg: 44/100

GenAI Exposure76/100
+38

National avg: 38/100

Projected Growth-1.5%
-5.2%

National avg: 3.7%

🔄 Career Transition Paths

OccupationRiskWageOverlap
Education Administrators, All Other21$89K59%
Social Workers, All Other22$69K57%
Substance Abuse, Behavioral Disorder, and Mental Health Counselors23$59K55%