High AI Risk Slow Growth

Parking enforcement workers

SOC Code: 33-3041

Parking enforcement workers carries a 46% AI exposure score (High automation risk), with a median annual wage of $47,150 and -1.5% projected employment growth from 2024 to 2034 (BLS), affecting approximately 8,400 workers. Full task breakdown, skills, and employer data are below.

AI Exposure Score
46% High

Proportion of tasks susceptible to AI automation (O*NET analysis)

Projected Growth
-1.5%
2024–2034 (BLS)
-100 jobs
Median Annual Wage
$47,150
BLS May 2024
How wage figures are sourced →

AI Exposure vs Industry Growth

Workforce demand by occupation Sanctioned bespoke signature viz (@signature-viz, KIZ-799) showing occupation-level workforce demand from BLS OEWS data. Pure SVG, no external dependencies.Projected Growth 2024-2034 (BLS)Technology+12.8%Healthcare+10.2%Professional+7.8%Education+5.8%Construction+4.5%Finance+4.6%Logistics+3.2%Government+1.2%Manufacturing-2.1%Retail-3.4%
National AI Exposure
40%
Average across all occupations
Avg Wage Growth
+3.2%
Median annual wage change
High-Risk Roles
127
Occupations with >70% AI exposure

Total occupations tracked

832

Covering all SOC major groups

Data currency

2024

BLS Employment Projections

AI exposure avg

40%

Fleet-wide median across all roles

Methodology confidence 92.0%
Industry standard

Composite score weighing O*NET task data completeness, BLS projection methodology, and cross-validation with employer risk grades.

Employment Projections

8,400
Employment 2024
8,200
Projected 2034
-1.5%
Change (%)
-100
Change (jobs)

Occupation Insight

Parking enforcement workers (SOC 33-3041) carries an AI exposure score of 46%, placing it in the High automation-risk tier. This score is computed from O*NET Database 30.0 task-level analysis, where each task an occupation performs is evaluated against current generative AI, robotic process automation, and machine-learning capabilities. A score in the 40–70% range indicates meaningful automation pressure on specific task categories, but the role as a whole still requires human judgment for coordination, exception handling, or client interaction.

The economic context matters alongside the risk score. BLS counted approximately 8,400 workers in this occupation in 2024, and projects a -1.5% change through 2034 — a decline that often compounds with high AI exposure to create displacement headwinds. Median annual compensation stands at $47,150, reflecting both skill scarcity and the value employers place on the tasks that remain difficult to automate. Entry typically requires High school diploma or equivalent, plus None of related experience.

For career planners, this profile should be read alongside the task, skill, and knowledge breakdowns below and the list of employers whose workforce composition includes Parking enforcement workers. Adjacent occupations shown further down offer lateral moves that preserve industry knowledge while potentially reducing exposure. Pair the AI exposure score with the BLS employment projection and wage percentiles above for a complete career assessment.

Education & Entry Requirements

Typical Education
High school diploma or equivalent
Work Experience
None
On-the-Job Training
Short-term on-the-job training

Top Tasks (O*NET)

  1. 1. Enter and retrieve information pertaining to vehicle registration, identification, and status, using hand-held computers.
  2. 2. Patrol an assigned area by vehicle or on foot to ensure public compliance with existing parking ordinance.
  3. 3. Write warnings and citations for illegally parked vehicles.
  4. 4. Appear in court at hearings regarding contested traffic citations.
  5. 5. Maintain assigned equipment and supplies, such as hand-held citation computers, citation books, rain gear, tire-marking chalk, and street cones.
  6. 6. Respond to and make radio dispatch calls regarding parking violations and complaints.
  7. 7. Maintain close communications with dispatching personnel, using two-way radios or cell phones.
  8. 8. Perform simple vehicle maintenance procedures, such as checking oil and gas, and report mechanical problems to supervisors.
  9. 9. Observe and report hazardous conditions, such as missing traffic signals or signs, and street markings that need to be repainted.
  10. 10. Identify vehicles in violation of parking codes, checking with dispatchers when necessary to confirm identities or to determine whether vehicles need to be booted or towed.

Key Skills Required

  • Speaking
  • Monitoring
  • Active Listening
  • Critical Thinking
  • Social Perceptiveness
  • Reading Comprehension
  • Coordination
  • Service Orientation
  • Time Management
  • Writing

Knowledge Areas

  • English Language
  • Public Safety and Security
  • Law and Government
  • Computers and Electronics
  • Education and Training
  • Psychology
  • Foreign Language
  • Transportation
  • Administration and Management
  • Communications and Media

Frequently Asked Questions

Will AI replace Parking enforcement workers?

Parking enforcement workers has an AI exposure score of 46%, indicating a high level of automation risk. Some tasks in this role can be augmented or partially automated by AI, but core responsibilities require human judgment.

What is the job outlook for Parking enforcement workers?

According to BLS Employment Projections 2024-2034, Parking enforcement workers is projected to decline by 1.5% over the decade. Current employment stands at approximately 8,400 workers.

What skills are needed for Parking enforcement workers?

Key skills for Parking enforcement workers include Speaking, Monitoring, Active Listening, and others. Typical entry-level education is High school diploma or equivalent.

How much do Parking enforcement workers earn?

The median annual wage for Parking enforcement workers is $47,150, according to BLS Occupational Employment and Wage Statistics (May 2024). Actual earnings vary by location, experience, industry, and employer. The BLS publishes detailed wage percentiles by region in its Occupational Employment and Wage Statistics program.

What education is required for Parking enforcement workers?

The typical entry-level education for Parking enforcement workers is High school diploma or equivalent. Employers generally expect None of related work experience. On-the-job training typically involves Short-term on-the-job training. Requirements can vary by employer and specialization.

Which companies employ Parking enforcement workers?

Parking enforcement workers roles exist across many industries and employers. Workforce composition is estimated from BLS industry-occupation employment distributions matched to SEC-registered public companies.

AI Exposure Rating

2.3
out of 5.0

High automation risk based on 10 analyzed tasks. A moderate share of tasks may be augmented by AI tools.

Data sources: Bureau of Labor Statistics Employment Projections 2024–2034 and O*NET Database 30.0. Employment figures are rounded. Wage data from BLS Occupational Employment Statistics (OES).

Related

Data sourced from official public datasets. See our methodology for details. Retrieved and formatted by PlainWorkforce Editorial