Takeover Tracker

vs

46 shared · 15 different

core competencies

Side-by-Side Comparison

MetricHelpers--Pipelayers, Plumbers, Pipefitters, and SteamfittersCarpet Installers
Risk Score17.2%15.5%
Risk TierLow RiskLow Risk
Risk Percentile2th1th
Tasks at Risk (>50%)1 / 153 / 15
Median Salary$39,270$49,850
Employment44K15K

Skill Comparison

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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

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters: Not yetCarpet Installers: Not yet