Municipal Firefighters vs Paving, Surfacing, and Tamping Equipment Operators AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Municipal Firefighters

40 shared · 64 different

core competencies

low risk

Paving, Surfacing, and Tamping Equipment Operators

Side-by-Side Comparison

Municipal Firefighters leads 4–0

Metric	Municipal Firefighters	Paving, Surfacing, and Tamping Equipment Operators
Risk Score	17.7%	18.1%
Risk Tier	Low Risk	Low Risk
Risk Percentile	3th	4th
Tasks at Risk (>50%)	0 / 15	0 / 15
Median Salary	$59,530	$51,650
Employment	332K	46K

Skill Comparison

Sorted by largest difference

Assisting and Caring for Others

Customer and Personal Service

Documenting/Recording Information

Updating and Using Relevant Knowledge

Education and Training

Public Safety and Security

Psychology

Communicating with Persons Outside Organization

Establishing and Maintaining Interpersonal Relationships

Monitor Processes, Materials, or Surroundings

Developing and Building Teams

Chemistry

Protective Factors

Higher values indicate stronger protection against AI displacement

Municipal Firefighters

37%

total discount

Paving, Surfacing, and Tamping Equipment Operators

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Municipal Firefighters

0 of 15 at risk

39%Assess fires and situations and report conditions to superiors to receive instructions, using two-way radios.

39%Inspect fire sites after flames have been extinguished to ensure that there is no further danger.

33%Dress with equipment such as fire-resistant clothing and breathing apparatus.

31%Move toward the source of a fire, using knowledge of types of fires, construction design, building materials, and physical layout of properties.

17%Drive and operate fire fighting vehicles and equipment.

Paving, Surfacing, and Tamping Equipment Operators

0 of 15 at risk

45%Light burners or start heating units of machines, and regulate screed temperatures and asphalt flow rates.

41%Start machine, engage clutch, and push and move levers to guide machine along forms or guidelines and to control the operation of machine attachments.

39%Observe distribution of paving material to adjust machine settings or material flow, and indicate low spots for workers to add material.

39%Fill tanks, hoppers, or machines with paving materials.

37%Shovel blacktop.

Wage Comparison

Paving, Surfacing, and Tamping Equipment Operators earns -$7,880(-13%) vs Municipal Firefighters

Municipal FirefightersPaving, Surfacing, and Tamping Equipment Operators

10th

$34,490$38,030

25th

$44,180$44,740

Median

$59,530$51,650

75th

$77,410$66,060

90th

$101,330$90,110

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Municipal Firefighters2028–2035

Paving, Surfacing, and Tamping Equipment Operators2028–2035

20242030203520402045

Municipal Firefighters has a longer runway before significant displacement, projected 0 years later than Paving, Surfacing, and Tamping Equipment Operators.

Risk-Adjusted Salary

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

Municipal Firefighters

$48,993

from $59,530

Paving, Surfacing, and Tamping Equipment Operators

$42,301

from $51,650

After adjusting for AI risk, Municipal Firefighters offers $6,692 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Municipal

Unique to Paving,

Combined Protection Strategy

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

Regulatory Barriers

Social Intelligence

Creativity

Fine Manipulation

Municipal FirefightersPaving, Surfacing, and Tamping Equipment Operators

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