Municipal Firefighters vs Heavy and Tractor-Trailer Truck Drivers AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Municipal Firefighters

59 shared · 55 different

core competencies

low risk

Heavy and Tractor-Trailer Truck Drivers

Side-by-Side Comparison

Municipal Firefighters leads 5–0

Metric	Municipal Firefighters	Heavy and Tractor-Trailer Truck Drivers
Risk Score	17.7%	23.6%
Risk Tier	Low Risk	Low Risk
Risk Percentile	3th	16th
Tasks at Risk (>50%)	0 / 15	8 / 15
Median Salary	$59,530	$57,440
Employment	332K	2.1M

Skill Comparison

Sorted by largest difference

Assisting and Caring for Others

Education and Training

Public Safety and Security

Customer and Personal Service

Psychology

Performing General Physical Activities

Chemistry

Monitor Processes, Materials, or Surroundings

Updating and Using Relevant Knowledge

Training and Teaching Others

Performing for or Working Directly with the Public

Telecommunications

Protective Factors

Higher values indicate stronger protection against AI displacement

Municipal Firefighters

37%

total discount

Heavy and Tractor-Trailer Truck Drivers

26%

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.

Heavy and Tractor-Trailer Truck Drivers

8 of 15 at risk

88%Maintain logs of working hours or of vehicle service or repair status, following applicable state and federal regulations.

88%Obtain receipts or signatures for delivered goods and collect payment for services when required.

88%Check all load-related documentation for completeness and accuracy.

88%Collect delivery instructions from appropriate sources, verifying instructions and routes.

86%Report vehicle defects, accidents, traffic violations, or damage to the vehicles.

Wage Comparison

Heavy and Tractor-Trailer Truck Drivers earns -$2,090(-4%) vs Municipal Firefighters

Municipal FirefightersHeavy and Tractor-Trailer Truck Drivers

10th

$34,490$38,640

25th

$44,180$47,230

Median

$59,530$57,440

75th

$77,410$65,520

90th

$101,330$78,800

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Municipal Firefighters2028–2035

Heavy and Tractor-Trailer Truck Drivers2028–2035

20242030203520402045

Municipal Firefighters has a longer runway before significant displacement, projected 0 years later than Heavy and Tractor-Trailer Truck Drivers.

Risk-Adjusted Salary

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

Municipal Firefighters

$48,993

from $59,530

Heavy and Tractor-Trailer Truck Drivers

$43,884

from $57,440

After adjusting for AI risk, Municipal Firefighters offers $5,109 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Municipal

Unique to Heavy

Combined Protection Strategy

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

Social Intelligence

Regulatory Barriers

Fine Manipulation

Creativity

Municipal FirefightersHeavy and Tractor-Trailer Truck Drivers

Find transitions from Municipal Firefighters Find transitions from Heavy and Tractor-Trailer Truck Drivers