Takeover Tracker
vs

64 shared · 23 different

core competencies

Side-by-Side Comparison

MetricHighway Maintenance WorkersWeatherization Installers and Technicians
Risk Score22.3%24.2%
Risk TierLow RiskLow Risk
Risk Percentile12th17th
Tasks at Risk (>50%)3 / 154 / 15
Median Salary$49,070N/A
Employment152KN/A

Skill Comparison

|

Sorted by largest difference

Selling or Influencing Others
Public Safety and Security
Assisting and Caring for Others
Establishing and Maintaining Interpersonal Relationships
Communicating with Supervisors, Peers, or Subordinates
Handling and Moving Objects
Developing and Building Teams
Organizing, Planning, and Prioritizing Work
Operating Vehicles, Mechanized Devices, or Equipment
Building and Construction
Multilimb Coordination
Transportation

Protective Factors

Higher values indicate stronger protection against AI displacement

Highway Maintenance Workers

27%

total discount

Weatherization Installers and Technicians

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Highway Maintenance Workers

3 of 15 at risk
61%Measure and mark locations for installation of markers, using tape, string, or chalk.
61%Paint traffic control lines and place pavement traffic messages, by hand or using machines.
51%Drive trucks to transport crews and equipment to work sites.
49%Flag motorists to warn them of obstacles or repair work ahead.
47%Apply poisons along roadsides and in animal burrows to eliminate unwanted roadside vegetation and rodents.

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

Highway Maintenance WorkersWeatherization Installers and Technicians
10th
$35,030N/A
25th
$41,540N/A
Median
$49,070N/A
75th
$59,600N/A
90th
$69,210N/A

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Highway Maintenance Workers20282035
Weatherization Installers and Technicians20282035
20242030203520402045

Highway Maintenance Workers has a longer runway before significant displacement, projected 0 years later than Weatherization Installers and Technicians.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Highway

0

Unique to Weatherization

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Decision Complexity
Creativity
Highway Maintenance WorkersWeatherization Installers and Technicians