Takeover Tracker

vs

48 shared · 12 different

core competencies

Side-by-Side Comparison

MetricHelpers--Pipelayers, Plumbers, Pipefitters, and SteamfittersTile and Marble Setters
Risk Score17.2%26.5%
Risk TierLow RiskMedium Risk
Risk Percentile2th23th
Tasks at Risk (>50%)1 / 153 / 15
Median Salary$39,270$52,240
Employment44K39K

Skill Comparison

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Sorted by largest difference

Building and Construction
Mechanical
Inspecting Equipment, Structures, or Material
Customer and Personal Service
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Communicating with Persons Outside Organization
MathematicsAI-Vulnerable
Repairing and Maintaining Mechanical Equipment
Evaluating Information to Determine Compliance with Standards
Identifying Objects, Actions, and Events
Written Comprehension
Monitor Processes, Materials, or Surroundings

Protective Factors

Higher values indicate stronger protection against AI displacement

Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters

27%

total discount

Tile and Marble Setters

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.

Tile and Marble Setters

3 of 15 at risk
85%Prepare cost and labor estimates, based on calculations of time and materials needed for project.
71%Study blueprints and examine surface to be covered to determine amount of material needed.
53%Determine and implement the best layout to achieve a desired pattern.
41%Measure and mark surfaces to be tiled, following blueprints.
41%Level concrete and allow to dry.

Wage Comparison

Tile and Marble Setters earns +$12,970(+33%) vs Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters
Helpers--Pipelayers, Plumbers, Pipefitters, and SteamfittersTile and Marble Setters
10th
$31,050$36,140
25th
$35,750$44,540
Median
$39,270$52,240
75th
$46,550$64,980
90th
$54,860$82,960

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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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