Takeover Tracker
vs

49 shared · 21 different

core competencies

Side-by-Side Comparison

MetricHelpers--Pipelayers, Plumbers, Pipefitters, and SteamfittersConstruction Carpenters
Risk Score17.2%20.8%
Risk TierLow RiskLow Risk
Risk Percentile2th8th
Tasks at Risk (>50%)1 / 157 / 15
Median Salary$39,270$59,310
Employment44K698K

Skill Comparison

|

Sorted by largest difference

Thinking Creatively
Inspecting Equipment, Structures, or Material
Assisting and Caring for Others
Evaluating Information to Determine Compliance with Standards
Performing for or Working Directly with the Public
Judging the Qualities of Things, Services, or People
Making Decisions and Solving Problems
Developing Objectives and Strategies
Repairing and Maintaining Mechanical Equipment
Design
Public Safety and Security
Building and Construction

Protective Factors

Higher values indicate stronger protection against AI displacement

Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters

27%

total discount

Construction Carpenters

28%

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.

Construction Carpenters

7 of 15 at risk
88%Maintain records, document actions, and present written progress reports.
86%Select and order lumber or other required materials.
70%Verify trueness of structure, using plumb bob and level.
66%Measure and mark cutting lines on materials, using a ruler, pencil, chalk, and marking gauge.
55%Study specifications in blueprints, sketches, or building plans to prepare project layout and determine dimensions and materials required.

Wage Comparison

Construction Carpenters earns +$20,040(+51%) vs Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters
Helpers--Pipelayers, Plumbers, Pipefitters, and SteamfittersConstruction Carpenters
10th
$31,050$38,760
25th
$35,750$47,550
Median
$39,270$59,310
75th
$46,550$75,620
90th
$54,860$98,370

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters20282035
Construction Carpenters20282035
20242030203520402045

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

Risk-Adjusted Salary

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

Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters

$32,519

from $39,270

Construction Carpenters

$46,956

from $59,310

After adjusting for AI risk, Construction Carpenters offers $14,436 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Helpers--Pipelayers,

0

Unique to Construction

Combined Protection Strategy

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

Creativity
Decision Complexity
Social Intelligence
Fine Manipulation
Helpers--Pipelayers, Plumbers, Pipefitters, and SteamfittersConstruction Carpenters