Takeover Tracker
26%medium risk
Forest Fire Fighting and Prevention Supervisors
vs

54 shared · 53 different

core competencies

15%low risk
Ambulance Drivers and Attendants, Except Emergency Medical Technicians

Side-by-Side Comparison

MetricForest Fire Fighting and Prevention SupervisorsAmbulance Drivers and Attendants, Except Emergency Medical Technicians
Risk Score26.2%14.9%
Risk TierMedium RiskLow Risk
Risk Percentile22th1th
Tasks at Risk (>50%)5 / 151 / 11
Median Salary$92,430$34,330
Employment94K12K

Skill Comparison

|

Sorted by largest difference

Guiding, Directing, and Motivating Subordinates
Personnel and Human Resources
Making Decisions and Solving Problems
Developing and Building Teams
Developing Objectives and Strategies
Coordinating the Work and Activities of Others
Coaching and Developing Others
Geography
Performing General Physical Activities
Mechanical
Education and Training
Management of Personnel Resources

Protective Factors

Higher values indicate stronger protection against AI displacement

Forest Fire Fighting and Prevention Supervisors

37%

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 Fire Fighting and Prevention Supervisors

5 of 15 at risk
86%Maintain knowledge of forest fire laws and fire prevention techniques and tactics.
84%Schedule employee work assignments and set work priorities.
55%Evaluate size, location, and condition of forest fires.
55%Observe fires or crews from air to determine firefighting force requirements or to note changing conditions that will affect firefighting efforts.
51%Analyze burn conditions and results, and prepare postburn reports.

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 -$58,100(-63%) vs Forest Fire Fighting and Prevention Supervisors
Forest Fire Fighting and Prevention SupervisorsAmbulance Drivers and Attendants, Except Emergency Medical Technicians
10th
$53,970$25,460
25th
$72,240$29,580
Median
$92,430$34,330
75th
$115,990$38,000
90th
$142,300$46,630

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Forest Fire Fighting and Prevention Supervisors2028–2035
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 Fire Fighting and Prevention Supervisors.

Risk-Adjusted Salary

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

Forest Fire Fighting and Prevention Supervisors

$68,241

from $92,430

Ambulance Drivers and Attendants, Except Emergency Medical Technicians

$29,232

from $34,330

After adjusting for AI risk, Forest Fire Fighting and Prevention Supervisors offers $39,009 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Forest

0

Unique to Ambulance

Combined Protection Strategy

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

Decision Complexity
Creativity
Fine Manipulation
Social Intelligence
Forest Fire Fighting and Prevention SupervisorsAmbulance Drivers and Attendants, Except Emergency Medical Technicians
Find transitions from Forest Fire Fighting and Prevention SupervisorsFind transitions from Ambulance Drivers and Attendants, Except Emergency Medical Technicians