Fish and Game Wardens vs Parking Enforcement Workers AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Fish and Game Wardens

38 shared · 50 different

core competencies

medium risk

Parking Enforcement Workers

Side-by-Side Comparison

Fish and Game Wardens leads 5–0

Metric	Fish and Game Wardens	Parking Enforcement Workers
Risk Score	22.4%	42.9%
Risk Tier	Low Risk	Medium Risk
Risk Percentile	12th	87th
Tasks at Risk (>50%)	3 / 15	9 / 15
Median Salary	$68,180	$47,150
Employment	6K	8K

Skill Comparison

Sorted by largest difference

Customer and Personal Service

Biology

Making Decisions and Solving Problems

Public Safety and Security

Geography

Law and Government

Psychology

Repairing and Maintaining Electronic Equipment

Inductive Reasoning

Getting Information

Communicating with Persons Outside Organization

Identifying Objects, Actions, and Events

Protective Factors

Higher values indicate stronger protection against AI displacement

Fish and Game Wardens

36%

total discount

Parking Enforcement Workers

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Fish and Game Wardens

3 of 15 at risk

84%Survey areas and compile figures of bag counts of hunters to determine the effectiveness of control measures.

78%Arrange for disposition of fish or game illegally taken or possessed.

51%Recommend revisions in hunting and trapping regulations or in animal management programs so that wildlife balances or habitats can be maintained.

47%Compile and present evidence for court actions.

39%Investigate hunting accidents or reports of fish or game law violations.

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 -$21,030(-31%) vs Fish and Game Wardens

Fish and Game WardensParking Enforcement Workers

10th

$35,670$35,410

25th

$53,260$39,930

Median

$68,180$47,150

75th

$82,100$61,210

90th

$94,470$76,030

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Fish and Game Wardens2028–2035

Parking Enforcement Workers2028–2035

20242030203520402045

Fish and Game Wardens 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%)

Fish and Game Wardens

$52,880

from $68,180

Parking Enforcement Workers

$26,904

from $47,150

After adjusting for AI risk, Fish and Game Wardens offers $25,977 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Fish

Unique to Parking

Combined Protection Strategy

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

Creativity

Regulatory Barriers

Decision Complexity

Fine Manipulation

Fish and Game WardensParking Enforcement Workers

Find transitions from Fish and Game Wardens Find transitions from Parking Enforcement Workers