Takeover Tracker

vs

60 shared · 7 different

core competencies

Side-by-Side Comparison

MetricHelpers--CarpentersConstruction Laborers
Risk Score23.8%17.8%
Risk TierLow RiskLow Risk
Risk Percentile16th4th
Tasks at Risk (>50%)5 / 153 / 15
Median Salary$41,600$46,730
Employment25K1.1M

Skill Comparison

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Sorted by largest difference

Building and Construction
Communicating with Supervisors, Peers, or Subordinates
English Language
Mechanical
Manual DexterityAI-Resistant
Evaluating Information to Determine Compliance with Standards
Design

Protective Factors

Higher values indicate stronger protection against AI displacement

Helpers--Carpenters

29%

total discount

Construction Laborers

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.

Construction Laborers

3 of 15 at risk
71%Measure, mark, or record openings or distances to layout areas where construction work will be performed.
70%Operate or maintain air monitoring or other sampling devices in confined or hazardous environments.
68%Read plans, instructions, or specifications to determine work activities.
49%Tend pumps, compressors, or generators to provide power for tools, machinery, or equipment or to heat or move materials, such as asphalt.
47%Control traffic passing near, in, or around work zones.

Wage Comparison

Construction Laborers earns +$5,130(+12%) vs Helpers--Carpenters
Helpers--CarpentersConstruction Laborers
10th
$31,540$34,200
25th
$35,870$38,100
Median
$41,600$46,730
75th
$46,780$58,910
90th
$52,380$77,530

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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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