Takeover Tracker
vs

66 shared · 23 different

core competencies

29%medium risk
Fire Inspectors

Side-by-Side Comparison

MetricFish and Game WardensFire Inspectors
Risk Score22.4%28.5%
Risk TierLow RiskMedium Risk
Risk Percentile12th32th
Tasks at Risk (>50%)3 / 154 / 15
Median Salary$68,180$78,060
Employment6K14K

Skill Comparison

|

Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Geography
Making Decisions and Solving Problems
Thinking Creatively
Performing General Physical Activities
Sociology and Anthropology
Handling and Moving Objects
Psychology
Getting Information
Law and Government
Quality Control Analysis
Monitor Processes, Materials, or Surroundings

Protective Factors

Higher values indicate stronger protection against AI displacement

Fish and Game Wardens

36%

total discount

Fire Inspectors

32%

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.

Fire Inspectors

4 of 15 at risk
87%Write detailed reports of fire inspections performed, fire code violations observed, and corrective recommendations offered.
86%Attend training classes to maintain current knowledge of fire prevention, safety, and firefighting procedures.
57%Review blueprints and plans for new or remodeled buildings to ensure the structures meet fire safety codes.
55%Develop or review fire exit plans.
37%Inspect buildings to locate hazardous conditions and fire code violations, such as accumulations of combustible material, electrical wiring problems, and inadequate or non-functional fire exits.

Wage Comparison

Fire Inspectors earns +$9,880(+14%) vs Fish and Game Wardens
Fish and Game WardensFire Inspectors
10th
$35,670$47,580
25th
$53,260$60,700
Median
$68,180$78,060
75th
$82,100$105,390
90th
$94,470$149,870

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Fish and Game Wardens20282035
Fire Inspectors20282035
20242030203520402045

Fish and Game Wardens has a longer runway before significant displacement, projected 0 years later than Fire Inspectors.

Risk-Adjusted Salary

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

Fish and Game Wardens

$52,880

from $68,180

Fire Inspectors

$55,805

from $78,060

After adjusting for AI risk, Fire Inspectors offers $2,925 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Fish

0

Unique to Fire

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Social Intelligence
Creativity
Fish and Game WardensFire Inspectors