Parking Enforcement Workers vs Animal Control Workers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Parking Enforcement Workers

53 shared · 22 different

core competencies

low risk

Animal Control Workers

Side-by-Side Comparison

Animal Control Workers leads 4–1

Metric	Parking Enforcement Workers	Animal Control Workers
Risk Score	42.9%	24.7%
Risk Tier	Medium Risk	Low Risk
Risk Percentile	87th	19th
Tasks at Risk (>50%)	9 / 15	2 / 15
Median Salary	$47,150	$45,830
Employment	8K	12K

Skill Comparison

Sorted by largest difference

Customer and Personal Service

Clerical

Controlling Machines and Processes

Training and Teaching Others

Communicating with Supervisors, Peers, or Subordinates

Assisting and Caring for Others

Law and Government

Handling and Moving Objects

Making Decisions and Solving Problems

Problem Sensitivity

Administration and Management

Inductive Reasoning

Protective Factors

Higher values indicate stronger protection against AI displacement

Parking Enforcement Workers

30%

total discount

Animal Control Workers

34%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Parking Enforcement Workers

9 of 15 at risk

87%Enter and retrieve information pertaining to vehicle registration, identification, and status, using hand-held computers.

87%Write warnings and citations for illegally parked vehicles.

86%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.

86%Locate lost, stolen, and counterfeit parking permits, and take necessary enforcement action.

85%Respond to and make radio dispatch calls regarding parking violations and complaints.

Animal Control Workers

2 of 15 at risk

86%Write reports of activities, and maintain files of impoundments and dispositions of animals.

70%Examine animal licenses, and inspect establishments housing animals for compliance with laws.

47%Supply animals with food, water, and personal care.

45%Contact animal owners to inform them that their pets are at animal holding facilities.

45%Clean facilities and equipment such as dog pens and animal control trucks.

Wage Comparison

Animal Control Workers earns -$1,320(-3%) vs Parking Enforcement Workers

Parking Enforcement WorkersAnimal Control Workers

10th

$35,410$32,880

25th

$39,930$38,160

Median

$47,150$45,830

75th

$61,210$57,110

90th

$76,030$69,990

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Parking Enforcement Workers2028–2035

Animal Control Workers2028–2035

20242030203520402045

Animal Control Workers has a longer runway before significant displacement, projected 0 years later than Parking Enforcement Workers.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Parking Enforcement Workers

$26,904

from $47,150

Animal Control Workers

$34,492

from $45,830

After adjusting for AI risk, Animal Control Workers offers $7,588 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Parking

Unique to Animal

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Fine Manipulation

Creativity

Regulatory Barriers

Decision Complexity

Parking Enforcement WorkersAnimal Control Workers

Find transitions from Parking Enforcement Workers Find transitions from Animal Control Workers