Municipal Fire Fighting and Prevention Supervisors vs Fire Investigators AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Municipal Fire Fighting and Prevention Supervisors

78 shared · 40 different

core competencies

low risk

Fire Investigators

Side-by-Side Comparison

Fire Investigators leads 4–1

Metric	Municipal Fire Fighting and Prevention Supervisors	Fire Investigators
Risk Score	26.8%	24.4%
Risk Tier	Medium Risk	Low Risk
Risk Percentile	25th	18th
Tasks at Risk (>50%)	7 / 15	1 / 14
Median Salary	$92,430	$78,060
Employment	94K	14K

Skill Comparison

Sorted by largest difference

Guiding, Directing, and Motivating Subordinates

Operating Vehicles, Mechanized Devices, or Equipment

Repairing and Maintaining Mechanical Equipment

Controlling Machines and Processes

Management of Personnel Resources

Establishing and Maintaining Interpersonal Relationships

Training and Teaching Others

Organizing, Planning, and Prioritizing Work

Evaluating Information to Determine Compliance with Standards

Scheduling Work and Activities

Developing Objectives and Strategies

Assisting and Caring for Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Municipal Fire Fighting and Prevention Supervisors

40%

total discount

Fire Investigators

38%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Municipal Fire Fighting and Prevention Supervisors

7 of 15 at risk

86%Prepare activity reports listing fire call locations, actions taken, fire types and probable causes, damage estimates, and situation dispositions.

86%Attend in-service training classes to remain current in knowledge of codes, laws, ordinances, and regulations.

86%Compile and maintain records on personnel, accidents, equipment, and supplies.

86%Maintain required maps and records.

70%Inspect and test new and existing fire protection systems, fire detection systems, and fire safety equipment to ensure that they are operating properly.

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.

Wage Comparison

Fire Investigators earns -$14,370(-16%) vs Municipal Fire Fighting and Prevention Supervisors

Municipal Fire Fighting and Prevention SupervisorsFire Investigators

10th

$53,970$47,580

25th

$72,240$60,700

Median

$92,430$78,060

75th

$115,990$105,390

90th

$142,300$149,870

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Municipal Fire Fighting and Prevention Supervisors2028–2035

Fire Investigators2028–2035

20242030203520402045

Fire Investigators has a longer runway before significant displacement, projected 0 years later than Municipal Fire Fighting and Prevention Supervisors.

Risk-Adjusted Salary

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

Municipal Fire Fighting and Prevention Supervisors

$67,631

from $92,430

Fire Investigators

$59,052

from $78,060

After adjusting for AI risk, Municipal Fire Fighting and Prevention Supervisors offers $8,579 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Municipal

Unique to Fire

Combined Protection Strategy

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

Social Intelligence

Creativity

Regulatory Barriers

Fine Manipulation

Municipal Fire Fighting and Prevention SupervisorsFire Investigators

Find transitions from Municipal Fire Fighting and Prevention Supervisors Find transitions from Fire Investigators