Takeover Tracker
vs

40 shared · 65 different

core competencies

Side-by-Side Comparison

MetricForest Fire Fighting and Prevention SupervisorsWeatherization Installers and Technicians
Risk Score26.2%24.2%
Risk TierMedium RiskLow Risk
Risk Percentile22th17th
Tasks at Risk (>50%)5 / 154 / 15
Median Salary$92,430N/A
Employment94KN/A

Skill Comparison

|

Sorted by largest difference

Education and Training
Public Safety and Security
Assisting and Caring for Others
Personnel and Human Resources
Developing Objectives and Strategies
Building and Construction
Identifying Objects, Actions, and Events
Resolving Conflicts and Negotiating with Others
Law and Government
Making Decisions and Solving Problems
Guiding, Directing, and Motivating Subordinates
Developing and Building Teams

Protective Factors

Higher values indicate stronger protection against AI displacement

Forest Fire Fighting and Prevention Supervisors

37%

total discount

Weatherization Installers and Technicians

29%

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.

Weatherization Installers and Technicians

4 of 15 at risk
88%Contact residents or building owners to schedule appointments.
86%Maintain activity logs, financial transaction logs, or other records of weatherization work performed.
86%Prepare or assist in the preparation of bids, contracts, or written reports related to weatherization work.
86%Prepare cost estimates or specifications for rehabilitation or weatherization services.
49%Determine amount of air leakage in buildings using a blower door machine.

Wage Comparison

Forest Fire Fighting and Prevention SupervisorsWeatherization Installers and Technicians
10th
$53,970N/A
25th
$72,240N/A
Median
$92,430N/A
75th
$115,990N/A
90th
$142,300N/A

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Forest Fire Fighting and Prevention Supervisors20282035
Weatherization Installers and Technicians20282035
20242030203520402045

Weatherization Installers and Technicians has a longer runway before significant displacement, projected 0 years later than Forest Fire Fighting and Prevention Supervisors.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Forest

0

Unique to Weatherization

Combined Protection Strategy

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

Social Intelligence
Creativity
Regulatory Barriers
Decision Complexity
Forest Fire Fighting and Prevention SupervisorsWeatherization Installers and Technicians