Transit and Railroad Police vs Parking Enforcement Workers AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Transit and Railroad Police

56 shared · 36 different

core competencies

medium risk

Parking Enforcement Workers

Side-by-Side Comparison

Transit and Railroad Police leads 5–0

Metric	Transit and Railroad Police	Parking Enforcement Workers
Risk Score	24.7%	42.9%
Risk Tier	Low Risk	Medium Risk
Risk Percentile	18th	87th
Tasks at Risk (>50%)	3 / 14	9 / 15
Median Salary	$82,320	$47,150
Employment	3K	8K

Skill Comparison

Sorted by largest difference

Customer and Personal Service

Public Safety and Security

Psychology

Inspecting Equipment, Structures, or Material

Law and Government

Repairing and Maintaining Electronic Equipment

Transportation

Resolving Conflicts and Negotiating with Others

Performing General Physical Activities

Controlling Machines and Processes

Education and Training

Performing for or Working Directly with the Public

Protective Factors

Higher values indicate stronger protection against AI displacement

Transit and Railroad Police

37%

total discount

Parking Enforcement Workers

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Transit and Railroad Police

3 of 14 at risk

87%Examine credentials of unauthorized persons attempting to enter secured areas.

87%Record and verify seal numbers from boxcars containing frequently pilfered items, such as cigarettes or liquor, to detect tampering.

86%Prepare reports documenting investigation activities and results.

47%Investigate or direct investigations of freight theft, suspicious damage or loss of passengers' valuables, or other crimes on railroad property.

47%Seal empty boxcars by twisting nails in door hasps, using nail twisters.

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.

Wage Comparison

Parking Enforcement Workers earns -$35,170(-43%) vs Transit and Railroad Police

Transit and Railroad PoliceParking Enforcement Workers

10th

$58,370$35,410

25th

$65,920$39,930

Median

$82,320$47,150

75th

$114,040$61,210

90th

$141,870$76,030

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Transit and Railroad Police2028–2035

Parking Enforcement Workers2028–2035

20242030203520402045

Transit and Railroad Police 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%)

Transit and Railroad Police

$62,020

from $82,320

Parking Enforcement Workers

$26,904

from $47,150

After adjusting for AI risk, Transit and Railroad Police offers $35,116 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Transit

Unique to Parking

Combined Protection Strategy

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

Creativity

Social Intelligence

Decision Complexity

Regulatory Barriers

Transit and Railroad PoliceParking Enforcement Workers

Find transitions from Transit and Railroad Police Find transitions from Parking Enforcement Workers