Takeover Tracker

vs

61 shared · 27 different

core competencies

Side-by-Side Comparison

MetricForest and Conservation WorkersWeatherization Installers and Technicians
Risk Score26.2%24.2%
Risk TierMedium RiskLow Risk
Risk Percentile22th17th
Tasks at Risk (>50%)5 / 154 / 15
Median Salary$43,680N/A
Employment6KN/A

Skill Comparison

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Sorted by largest difference

Building and Construction
Identifying Objects, Actions, and Events
Communicating with Persons Outside Organization
Developing Objectives and Strategies
Resolving Conflicts and Negotiating with Others
Organizing, Planning, and Prioritizing Work
Establishing and Maintaining Interpersonal Relationships
Clerical
Law and Government
Thinking Creatively
Selling or Influencing Others
Education and Training

Protective Factors

Higher values indicate stronger protection against AI displacement

Forest and Conservation Workers

32%

total discount

Weatherization Installers and Technicians

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Forest and Conservation Workers

5 of 15 at risk
86%Create field maps using geographic information systems technology.
86%Maintain tallies of trees examined and counted during tree marking or measuring efforts.
57%Sort tree seedlings, discarding substandard seedlings, according to standard charts or verbal instructions.
53%Spray or inject vegetation with insecticides to kill insects or to protect against disease or with herbicides to reduce competing vegetation.
51%Sow or harvest cover crops, such as alfalfa.

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 and Conservation WorkersWeatherization Installers and Technicians
10th
$33,050N/A
25th
$36,400N/A
Median
$43,680N/A
75th
$45,200N/A
90th
$54,190N/A

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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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