68
/100

SOC 33-3041

Parking Enforcement Workers

High RiskFrey/Osborne: 84.0%

Risk Score

โš ๏ธ

68/100

High Risk

US Employment

๐Ÿ‘ฅ

7,770

Total workers

Median Wage

๐Ÿ’ฐ

$47K

$35K โ€“ $76K

Projected Growth

๐Ÿ“ˆ

-1.5%

2023-2033 (BLS)

GenAI Exposure

๐Ÿค–

76/100

High exposure

How we calculate these numbers โ†’

๐Ÿ’ก Parking Enforcement Workers face a risk score of 68/100 โ€” 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 โ†’

๐Ÿ’ก 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 โ†’

๐Ÿ” 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 โ†’

โš ๏ธ 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

๐Ÿ›ก๏ธ Tasks Safe from Automation

โœ“

Physical apprehension and emergency response

โœ“

De-escalation of volatile interpersonal confrontations

โœ“

Split-second judgment in life-threatening situations

๐Ÿ“Š Task Automation Breakdown

Based on O*NET task analysis and GenAI exposure scoring. Shows the estimated proportion of this occupation's core tasks that are automatable by current AI, augmented by AI tools, or require essential human skills.

๐Ÿ“‹ O*NET Task Profile

โ€ข

Enter and retrieve information pertaining to vehicle registration, identification, and status, using hand-held computers.

โ€ข

Patrol an assigned area by vehicle or on foot to ensure public compliance with existing parking ordinance.

โ€ข

Write warnings and citations for illegally parked vehicles.

โ€ข

Appear in court at hearings regarding contested traffic citations.

โ€ข

Maintain assigned equipment and supplies, such as hand-held citation computers, citation books, rain gear, tire-marking chalk, and street cones.

๐Ÿ’ป Technology Skills

โ€ข

Data base user interface and query software

โ€ข

Spreadsheet software

โ€ข

Office suite software

โ€ข

Electronic mail software

โ€ข

Presentation software

๐ŸŽ“ Key Knowledge Areas

โ€ข

English Language

โ€ข

Public Safety and Security

โ€ข

Law and Government

โ€ข

Computers and Electronics

โ€ข

Education and Training

๐Ÿ“Š 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%

๐Ÿ”„ Career Transition Paths

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