Forest Firefighters vs Ambulance Drivers and Attendants, Except Emergency Medical Technicians AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Forest Firefighters

67 shared · 37 different

core competencies

low risk

Ambulance Drivers and Attendants, Except Emergency Medical Technicians

Side-by-Side Comparison

Ambulance Drivers and Attendants, Except Emergency Medical Technicians leads 4–1

Metric	Forest Firefighters	Ambulance Drivers and Attendants, Except Emergency Medical Technicians
Risk Score	21.0%	14.9%
Risk Tier	Low Risk	Low Risk
Risk Percentile	9th	1th
Tasks at Risk (>50%)	2 / 15	1 / 11
Median Salary	$59,530	$34,330
Employment	332K	12K

Skill Comparison

Sorted by largest difference

Mechanical

Coaching and Developing Others

Public Safety and Security

Communicating with Persons Outside Organization

Coordinating the Work and Activities of Others

Stamina

Performing General Physical Activities

Controlling Machines and Processes

Communicating with Supervisors, Peers, or Subordinates

Transportation

Handling and Moving Objects

Gross Body Equilibrium

Protective Factors

Higher values indicate stronger protection against AI displacement

Forest Firefighters

35%

total discount

Ambulance Drivers and Attendants, Except Emergency Medical Technicians

32%

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.

Ambulance Drivers and Attendants, Except Emergency Medical Technicians

1 of 11 at risk

77%Report facts concerning accidents or emergencies to hospital personnel or law enforcement officials.

49%Earn and maintain appropriate certifications.

45%Replace supplies and disposable items on ambulances.

45%Clean and wash rigs, ambulances, or equipment.

43%Perform minor maintenance on emergency medical services vehicles, such as ambulances.

Wage Comparison

Ambulance Drivers and Attendants, Except Emergency Medical Technicians earns -$25,200(-42%) vs Forest Firefighters

Forest FirefightersAmbulance Drivers and Attendants, Except Emergency Medical Technicians

10th

$34,490$25,460

25th

$44,180$29,580

Median

$59,530$34,330

75th

$77,410$38,000

90th

$101,330$46,630

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Forest Firefighters2028–2035

Ambulance Drivers and Attendants, Except Emergency Medical Technicians2028–2035

20242030203520402045

Ambulance Drivers and Attendants, Except Emergency Medical Technicians has a longer runway before significant displacement, projected 0 years later than Forest Firefighters.

Risk-Adjusted Salary

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

Forest Firefighters

$47,029

from $59,530

Ambulance Drivers and Attendants, Except Emergency Medical Technicians

$29,232

from $34,330

After adjusting for AI risk, Forest Firefighters offers $17,797 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Forest

Unique to Ambulance

Combined Protection Strategy

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

Fine Manipulation

Decision Complexity

Regulatory Barriers

Social Intelligence

Forest FirefightersAmbulance Drivers and Attendants, Except Emergency Medical Technicians

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