Takeover Tracker

22%low risk
Pipelayers
vs

51 shared · 14 different

core competencies

Side-by-Side Comparison

MetricPipelayersTerrazzo Workers and Finishers
Risk Score21.6%20.9%
Risk TierLow RiskLow Risk
Risk Percentile10th9th
Tasks at Risk (>50%)3 / 140 / 15
Median Salary$48,710$57,260
Employment34K1K

Skill Comparison

|

Sorted by largest difference

Mechanical
Operating Vehicles, Mechanized Devices, or Equipment
Organizing, Planning, and Prioritizing Work
Coordinating the Work and Activities of Others
Scheduling Work and Activities
Evaluating Information to Determine Compliance with Standards
MathematicsAI-Vulnerable
Training and Teaching Others
Written Comprehension
Visual Color Discrimination
Oral Comprehension
Active Listening

Protective Factors

Higher values indicate stronger protection against AI displacement

Pipelayers

28%

total discount

Terrazzo Workers and Finishers

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Pipelayers

3 of 14 at risk
84%Lay out pipe routes, following written instructions or blueprints and coordinating layouts with supervisors.
74%Check slopes for conformance to requirements, using levels or lasers.
74%Locate existing pipes needing repair or replacement, using magnetic or radio indicators.
49%Cover pipes with earth or other materials.
49%Dig trenches to desired or required depths, by hand or using trenching tools.

Terrazzo Workers and Finishers

0 of 15 at risk
49%Wash polished terrazzo surface, using cleaner and water, and apply sealer and curing agent according to manufacturer's specifications, using brush or sprayer.
47%Measure designated amounts of ingredients for terrazzo or grout according to standard formulas and specifications, using graduated containers and scales, and load ingredients into portable mixer.
47%Blend marble chip mixtures, place into panels, and push a roller over the surface to embed the chips.
47%Modify mixing, grouting, grinding, or cleaning procedures, according to type of installation or material used.
47%Sprinkle colored marble or stone chips, powdered steel, or coloring powder over surface to produce prescribed finish.

Wage Comparison

Terrazzo Workers and Finishers earns +$8,550(+18%) vs Pipelayers
PipelayersTerrazzo Workers and Finishers
10th
$36,840$39,360
25th
$42,320$46,940
Median
$48,710$57,260
75th
$60,980$73,490
90th
$80,710$104,510

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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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