Helpers--Carpenters vs Insulation Workers, Floor, Ceiling, and Wall AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Helpers--Carpenters

45 shared · 17 different

core competencies

low risk

Insulation Workers, Floor, Ceiling, and Wall

Side-by-Side Comparison

Insulation Workers, Floor, Ceiling, and Wall leads 5–0

Metric	Helpers--Carpenters	Insulation Workers, Floor, Ceiling, and Wall
Risk Score	23.8%	13.4%
Risk Tier	Low Risk	Low Risk
Risk Percentile	16th	1th
Tasks at Risk (>50%)	5 / 15	1 / 10
Median Salary	$41,600	$48,680
Employment	25K	39K

Skill Comparison

Sorted by largest difference

Building and Construction

Mechanical

MathematicsAI-Vulnerable

Performing General Physical Activities

English Language

Public Safety and Security

Production and Processing

Design

Education and Training

Transportation

Extent Flexibility

Customer and Personal Service

Protective Factors

Higher values indicate stronger protection against AI displacement

Helpers--Carpenters

29%

total discount

Insulation Workers, Floor, Ceiling, and Wall

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Helpers--Carpenters

5 of 15 at risk

63%Hold plumb bobs, sighting rods, or other equipment to aid in establishing reference points and lines.

57%Cut timbers, lumber, or paneling to specified dimensions.

57%Smooth or sand surfaces to remove ridges, tool marks, glue, or caulking.

53%Glue and clamp edges or joints of assembled parts.

51%Perform tie spacing layout and measure, mark, drill or cut.

Insulation Workers, Floor, Ceiling, and Wall

1 of 10 at risk

85%Read blueprints and select appropriate insulation, based on space characteristics and the heat retaining or excluding characteristics of the material.

47%Move controls, buttons, or levers to start blowers and regulate flow of materials through nozzles.

47%Fill blower hoppers with insulating materials.

11%Measure and cut insulation for covering surfaces, using tape measures, handsaws, power saws, knives, or scissors.

11%Fit, wrap, staple, or glue insulating materials to structures or surfaces, using hand tools or wires.

Wage Comparison

Insulation Workers, Floor, Ceiling, and Wall earns +$7,080(+17%) vs Helpers--Carpenters

Helpers--CarpentersInsulation Workers, Floor, Ceiling, and Wall

10th

$31,540$35,950

25th

$35,870$40,270

Median

$41,600$48,680

75th

$46,780$60,420

90th

$52,380$77,160

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Helpers--Carpenters2028–2035

Insulation Workers, Floor, Ceiling, and Wall2028–2035

20242030203520402045

Insulation Workers, Floor, Ceiling, and Wall has a longer runway before significant displacement, projected 0 years later than Helpers--Carpenters.

Risk-Adjusted Salary

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

Helpers--Carpenters

$31,687

from $41,600

Insulation Workers, Floor, Ceiling, and Wall

$42,142

from $48,680

After adjusting for AI risk, Insulation Workers, Floor, Ceiling, and Wall offers $10,456 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Helpers--Carpenters

Unique to Insulation

Combined Protection Strategy

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

Regulatory Barriers

Creativity

Decision Complexity

Social Intelligence

Helpers--CarpentersInsulation Workers, Floor, Ceiling, and Wall

Find transitions from Helpers--Carpenters Find transitions from Insulation Workers, Floor, Ceiling, and Wall