Takeover Tracker
vs

61 shared · 38 different

core competencies

Side-by-Side Comparison

MetricFire InvestigatorsSheriffs and Deputy Sheriffs
Risk Score24.4%21.8%
Risk TierLow RiskLow Risk
Risk Percentile18th11th
Tasks at Risk (>50%)1 / 145 / 15
Median Salary$78,060$76,290
Employment14K667K

Skill Comparison

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Sorted by largest difference

Handling and Moving Objects
Performing General Physical Activities
Developing and Building Teams
Education and Training
Establishing and Maintaining Interpersonal Relationships
Updating and Using Relevant Knowledge
Provide Consultation and Advice to Others
Coordinating the Work and Activities of Others
Evaluating Information to Determine Compliance with Standards
Getting Information
Customer and Personal Service
Inspecting Equipment, Structures, or Material

Protective Factors

Higher values indicate stronger protection against AI displacement

Fire Investigators

38%

total discount

Sheriffs and Deputy Sheriffs

37%

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.

Sheriffs and Deputy Sheriffs

5 of 15 at risk
86%Record daily activities and submit logs and other related reports and paperwork to appropriate authorities.
81%Verify that the proper legal charges have been made against law offenders.
77%Notify patrol units to take violators into custody or to provide needed assistance or medical aid.
77%Question individuals entering secured areas to determine their business, directing and rerouting individuals as necessary.
52%Investigate illegal or suspicious activities.

Wage Comparison

Sheriffs and Deputy Sheriffs earns -$1,770(-2%) vs Fire Investigators
Fire InvestigatorsSheriffs and Deputy Sheriffs
10th
$47,580$47,640
25th
$60,700$58,980
Median
$78,060$76,290
75th
$105,390$97,190
90th
$149,870$115,280

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Fire Investigators20282035
Sheriffs and Deputy Sheriffs20282035
20242030203520402045

Sheriffs and Deputy Sheriffs 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

Sheriffs and Deputy Sheriffs

$59,628

from $76,290

After adjusting for AI risk, Sheriffs and Deputy Sheriffs offers $576 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Fire

0

Unique to Sheriffs

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Creativity
Regulatory Barriers
Fire InvestigatorsSheriffs and Deputy Sheriffs