Rankings β Will AI Replaceβ¦
Will AI Replace Parking Enforcement Workers?
π‘ Parking Enforcement Workers have a composite risk score of 68/100 (Frey-Osborne probability: 84%, GenAI exposure: 76/100). With 7,770 workers in the US, this is one of the most AI-vulnerable occupations. Full occupation profile β
π― The Verdict
Likely for many tasks. The role will look very different in 5β10 years.
With 7,770 workers and a median wage of $47K,parking enforcement workers represent a significant portion of the US workforce. Their GenAI exposure index is 76%, meaning a majority of their core tasks overlap with current generative AI capabilities.
Risk Score
68/100
Employment
7,770
Median Wage
$47K
GenAI Exposure
76%
β οΈ Top Risk Factors
Generative AI producing marketing and creative copy
Autonomous patrol and security robots
AI-powered research and literature review tools
AI summarization replacing manual report compilation
π‘οΈ Tasks AI Can't Easily Replace
Physical apprehension and emergency response
De-escalation of volatile interpersonal confrontations
Split-second judgment in life-threatening situations
π Career Transition Paths
Related occupations with lower AI risk and high skills overlap:
Education Administrators, All Other
59% skills overlap Β· $89K median wage
Social Workers, All Other
57% skills overlap Β· $69K median wage
Substance Abuse, Behavioral Disorder, and Mental Health Counselors
55% skills overlap Β· $59K median wage
β Frequently Asked Questions
Will AI completely replace parking enforcement workers?
Likely for many tasks. The role will look very different in 5β10 years.
What is the AI risk score for parking enforcement workers?
Parking Enforcement Workers have a composite AI automation risk score of 68 out of 100, classified as "High Risk".
How many parking enforcement workers are there in the US?
There are approximately 7,770 parking enforcement workers employed in the United States.
What do parking enforcement workers earn?
The median annual wage for parking enforcement workers is $47K.
What skills should parking enforcement workers develop?
Focus on tasks AI can't easily replicate: physical apprehension and emergency response, de-escalation of volatile interpersonal confrontations, split-second judgment in life-threatening situations. These human-centric skills will become more valuable as routine tasks are automated.