Municipal Fire Fighting and Prevention Supervisors vs First-Line Supervisors of Construction Trades and Extraction Workers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Municipal Fire Fighting and Prevention Supervisors

52 shared · 65 different

core competencies

medium risk

First-Line Supervisors of Construction Trades and Extraction Workers

Side-by-Side Comparison

First-Line Supervisors of Construction Trades and Extraction Workers leads 4–1

Metric	Municipal Fire Fighting and Prevention Supervisors	First-Line Supervisors of Construction Trades and Extraction Workers
Risk Score	26.8%	25.7%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	25th	21th
Tasks at Risk (>50%)	7 / 15	4 / 15
Median Salary	$92,430	$78,690
Employment	94K	806K

Skill Comparison

Sorted by largest difference

Performing for or Working Directly with the Public

Assisting and Caring for Others

Monitor Processes, Materials, or Surroundings

Training and Teaching Others

Performing General Physical Activities

Production and Processing

Updating and Using Relevant Knowledge

Operating Vehicles, Mechanized Devices, or Equipment

Repairing and Maintaining Mechanical Equipment

Identifying Objects, Actions, and Events

Documenting/Recording Information

Public Safety and Security

Protective Factors

Higher values indicate stronger protection against AI displacement

Municipal Fire Fighting and Prevention Supervisors

40%

total discount

First-Line Supervisors of Construction Trades and Extraction Workers

32%

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.

First-Line Supervisors of Construction Trades and Extraction Workers

4 of 15 at risk

86%Order or requisition materials or supplies.

86%Arrange for repairs of equipment or machinery.

62%Record information such as personnel, production, or operational data on specified forms or reports.

51%Estimate material or worker requirements to complete jobs.

49%Read specifications, such as blueprints, to determine construction requirements or to plan procedures.

Wage Comparison

First-Line Supervisors of Construction Trades and Extraction Workers earns -$13,740(-15%) vs Municipal Fire Fighting and Prevention Supervisors

Municipal Fire Fighting and Prevention SupervisorsFirst-Line Supervisors of Construction Trades and Extraction Workers

10th

$53,970$51,290

25th

$72,240$62,400

Median

$92,430$78,690

75th

$115,990$100,200

90th

$142,300$126,690

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Municipal Fire Fighting and Prevention Supervisors2028–2035

First-Line Supervisors of Construction Trades and Extraction Workers2028–2035

20242030203520402045

First-Line Supervisors of Construction Trades and Extraction Workers 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

First-Line Supervisors of Construction Trades and Extraction Workers

$58,459

from $78,690

After adjusting for AI risk, Municipal Fire Fighting and Prevention Supervisors offers $9,172 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Municipal

Unique to First-Line

Combined Protection Strategy

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

Regulatory Barriers

Fine Manipulation

Social Intelligence

Creativity

Municipal Fire Fighting and Prevention SupervisorsFirst-Line Supervisors of Construction Trades and Extraction Workers

Find transitions from Municipal Fire Fighting and Prevention Supervisors Find transitions from First-Line Supervisors of Construction Trades and Extraction Workers