Takeover Tracker
vs

68 shared · 15 different

core competencies

Side-by-Side Comparison

MetricLayout Workers, Metal and PlasticWeatherization Installers and Technicians
Risk Score34.8%24.2%
Risk TierMedium RiskLow Risk
Risk Percentile66th17th
Tasks at Risk (>50%)5 / 144 / 15
Median Salary$61,870N/A
Employment6KN/A

Skill Comparison

|

Sorted by largest difference

Performing for or Working Directly with the Public
Design
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Handling and Moving Objects
Controlling Machines and Processes
Customer and Personal Service
Visualization
MathematicsAI-Vulnerable
Communicating with Persons Outside Organization
Engineering and Technology
Identifying Objects, Actions, and Events
Documenting/Recording Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Layout Workers, Metal and Plastic

28%

total discount

Weatherization Installers and Technicians

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Layout Workers, Metal and Plastic

5 of 14 at risk
86%Add dimensional details to blueprints or drawings made by other workers.
84%Plan locations and sequences of cutting, drilling, bending, rolling, punching, and welding operations, using compasses, protractors, dividers, and rules.
84%Compute layout dimensions, and determine and mark reference points on metal stock or workpieces for further processing, such as welding and assembly.
63%Inspect machined parts to verify conformance to specifications.
53%Plan and develop layouts from blueprints and templates, applying knowledge of trigonometry, design, effects of heat, and properties of metals.

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

Layout Workers, Metal and PlasticWeatherization Installers and Technicians
10th
$40,430N/A
25th
$51,810N/A
Median
$61,870N/A
75th
$76,980N/A
90th
$93,230N/A

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Layout Workers, Metal and Plastic20282035
Weatherization Installers and Technicians20282035
20242030203520402045

Weatherization Installers and Technicians has a longer runway before significant displacement, projected 0 years later than Layout Workers, Metal and Plastic.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Layout

0

Unique to Weatherization

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Regulatory Barriers
Creativity
Layout Workers, Metal and PlasticWeatherization Installers and Technicians