Takeover Tracker
vs

71 shared · 35 different

core competencies

Side-by-Side Comparison

MetricFire InvestigatorsFish and Game Wardens
Risk Score24.4%22.4%
Risk TierLow RiskLow Risk
Risk Percentile18th12th
Tasks at Risk (>50%)1 / 143 / 15
Median Salary$78,060$68,180
Employment14K6K

Skill Comparison

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Sorted by largest difference

Biology
Provide Consultation and Advice to Others
Handling and Moving Objects
Education and Training
Developing and Building Teams
Coordinating the Work and Activities of Others
Guiding, Directing, and Motivating Subordinates
Coaching and Developing Others
Operating Vehicles, Mechanized Devices, or Equipment
Physics
Geography
Performing General Physical Activities

Protective Factors

Higher values indicate stronger protection against AI displacement

Fire Investigators

38%

total discount

Fish and Game Wardens

36%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Fire Investigators

1 of 14 at risk
85%Prepare and maintain reports of investigation results, and records of convicted arsonists and arson suspects.
49%Analyze evidence and other information to determine probable cause of fire or explosion.
49%Photograph damage and evidence related to causes of fires or explosions to document investigation findings.
47%Conduct internal investigation to determine negligence and violation of laws and regulations by fire department employees.
39%Package collected pieces of evidence in securely closed containers, such as bags, crates, or boxes, to protect them.

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.

Wage Comparison

Fish and Game Wardens earns -$9,880(-13%) vs Fire Investigators
Fire InvestigatorsFish and Game Wardens
10th
$47,580$35,670
25th
$60,700$53,260
Median
$78,060$68,180
75th
$105,390$82,100
90th
$149,870$94,470

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Fire Investigators20282035
Fish and Game Wardens20282035
20242030203520402045

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

Risk-Adjusted Salary

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

Fire Investigators

$59,052

from $78,060

Fish and Game Wardens

$52,880

from $68,180

After adjusting for AI risk, Fire Investigators offers $6,172 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Fire

0

Unique to Fish

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Creativity
Regulatory Barriers
Fire InvestigatorsFish and Game Wardens