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

Job 1

Job 2

Job 1

Job 2

low risk

Forest Firefighters

60 shared · 43 different

core competencies

low risk

Heavy and Tractor-Trailer Truck Drivers

Side-by-Side Comparison

Forest Firefighters leads 5–0

Metric	Forest Firefighters	Heavy and Tractor-Trailer Truck Drivers
Risk Score	21.0%	23.6%
Risk Tier	Low Risk	Low Risk
Risk Percentile	9th	16th
Tasks at Risk (>50%)	2 / 15	8 / 15
Median Salary	$59,530	$57,440
Employment	332K	2.1M

Skill Comparison

Sorted by largest difference

Assisting and Caring for Others

Coaching and Developing Others

Chemistry

Coordinating the Work and Activities of Others

Performing General Physical Activities

Training and Teaching Others

Public Safety and Security

CoordinationAI-Resistant

Provide Consultation and Advice to Others

Stamina

Handling and Moving Objects

Education and Training

Protective Factors

Higher values indicate stronger protection against AI displacement

Forest Firefighters

35%

total discount

Heavy and Tractor-Trailer Truck Drivers

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Forest Firefighters

2 of 15 at risk

76%Maintain knowledge of current firefighting practices by participating in drills and by attending seminars, conventions, and conferences.

74%Maintain contact with fire dispatchers at all times to notify them of the need for additional firefighters and supplies, or to detail any difficulties encountered.

49%Operate pumps connected to high-pressure hoses.

49%Maintain fire equipment and firehouse living quarters.

49%Transport personnel and cargo to and from fire areas.

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 Forest Firefighters

Forest 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

Forest Firefighters2028–2035

Heavy and Tractor-Trailer Truck Drivers2028–2035

20242030203520402045

Forest 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%)

Forest Firefighters

$47,029

from $59,530

Heavy and Tractor-Trailer Truck Drivers

$43,884

from $57,440

After adjusting for AI risk, Forest Firefighters offers $3,145 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Forest

Unique to Heavy

Combined Protection Strategy

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

Social Intelligence

Fine Manipulation

Regulatory Barriers

Creativity

Forest FirefightersHeavy and Tractor-Trailer Truck Drivers

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