Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters vs Carpet Installers AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters

46 shared · 15 different

core competencies

low risk

Carpet Installers

Side-by-Side Comparison

Carpet Installers leads 4–1

Metric	Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters	Carpet Installers
Risk Score	17.2%	15.5%
Risk Tier	Low Risk	Low Risk
Risk Percentile	2th	1th
Tasks at Risk (>50%)	1 / 15	3 / 15
Median Salary	$39,270	$49,850
Employment	44K	15K

Skill Comparison

Sorted by largest difference

Thinking Creatively

Evaluating Information to Determine Compliance with Standards

Building and Construction

Performing General Physical Activities

Developing Objectives and Strategies

Inspecting Equipment, Structures, or Material

MathematicsAI-Vulnerable

Handling and Moving Objects

Repairing and Maintaining Mechanical Equipment

Identifying Objects, Actions, and Events

Mechanical

Static Strength

Protective Factors

Higher values indicate stronger protection against AI displacement

Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters

27%

total discount

Carpet Installers

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters

1 of 15 at risk

69%Requisition tools and equipment, select type and size of pipe, and collect and transport materials and equipment to work site.

47%Immerse pipe in chemical solution to remove dirt, oil, and scale.

41%Cut pipe and lift up to fitters.

41%Fill pipes with sand or resin to prevent distortion, and hold pipes during bending and installation.

41%Clean shop, work area, and machines, using solvent and rags.

Carpet Installers

3 of 15 at risk

87%Take measurements and study floor sketches to calculate the area to be carpeted and the amount of material needed.

85%Draw building diagrams and record dimensions.

57%Plan the layout of the carpet, allowing for expected traffic patterns and placing seams for best appearance and longest wear.

45%Clean up before and after installation, including vacuuming carpet and discarding remnant pieces.

9%Cut and install vinyl composition tile or vinyl base.

Wage Comparison

Carpet Installers earns +$10,580(+27%) vs Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters

Helpers--Pipelayers, Plumbers, Pipefitters, and SteamfittersCarpet Installers

10th

$31,050$32,830

25th

$35,750$39,140

Median

$39,270$49,850

75th

$46,550$65,530

90th

$54,860$83,200

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters2028–2035

Carpet Installers2028–2035

20242030203520402045

Carpet Installers has a longer runway before significant displacement, projected 0 years later than Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters.

Risk-Adjusted Salary

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

Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters

$32,519

from $39,270

Carpet Installers

$42,133

from $49,850

After adjusting for AI risk, Carpet Installers offers $9,614 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Helpers--Pipelayers,

Unique to Carpet

Combined Protection Strategy

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

Fine Manipulation

Creativity

Regulatory Barriers

Social Intelligence

Helpers--Pipelayers, Plumbers, Pipefitters, and SteamfittersCarpet Installers

Find transitions from Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters Find transitions from Carpet Installers