Takeover Tracker

vs

64 shared · 12 different

core competencies

23%low risk
Segmental Pavers

Side-by-Side Comparison

MetricWelders, Cutters, and Welder FittersSegmental Pavers
Risk Score21.4%23.2%
Risk TierLow RiskLow Risk
Risk Percentile10th14th
Tasks at Risk (>50%)5 / 151 / 12
Median Salary$51,000N/A
Employment424KN/A

Skill Comparison

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Sorted by largest difference

Controlling Machines and Processes
Design
Establishing and Maintaining Interpersonal Relationships
Coordinating the Work and Activities of Others
MathematicsAI-Vulnerable
Customer and Personal Service
Developing and Building Teams
Communicating with Persons Outside Organization
Resolving Conflicts and Negotiating with Others
Performing for or Working Directly with the Public
Provide Consultation and Advice to Others
Selling or Influencing Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Welders, Cutters, and Welder Fitters

27%

total discount

Segmental Pavers

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Welders, Cutters, and Welder Fitters

5 of 15 at risk
84%Examine workpieces for defects and measure workpieces with straightedges or templates to ensure conformance with specifications.
77%Mark or tag material with proper job number, piece marks, and other identifying marks as required.
73%Select and install torches, torch tips, filler rods, and flux, according to welding chart specifications or types and thicknesses of metals.
57%Analyze engineering drawings, blueprints, specifications, sketches, work orders, and material safety data sheets to plan layout, assembly, and welding operations.
55%Determine required equipment and welding methods, applying knowledge of metallurgy, geometry, and welding techniques.

Segmental Pavers

1 of 12 at risk
51%Design paver installation layout pattern and create markings for directional references of joints and stringlines.
49%Sweep sand from the surface prior to opening to traffic.
47%Supply and place base materials, edge restraints, bedding sand and jointing sand.
47%Set pavers, aligning and spacing them correctly.
47%Sweep sand into the joints and compact pavement until the joints are full.

Wage Comparison

Welders, Cutters, and Welder FittersSegmental Pavers
10th
$38,130N/A
25th
$45,580N/A
Median
$51,000N/A
75th
$61,610N/A
90th
$75,850N/A

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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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