Takeover Tracker
vs

51 shared · 14 different

core competencies

22%low risk
Pipelayers

Side-by-Side Comparison

MetricTerrazzo Workers and FinishersPipelayers
Risk Score20.9%21.6%
Risk TierLow RiskLow Risk
Risk Percentile9th10th
Tasks at Risk (>50%)0 / 153 / 14
Median Salary$57,260$48,710
Employment1K34K

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

Terrazzo Workers and Finishers

26%

total discount

Pipelayers

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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.

Wage Comparison

Pipelayers earns -$8,550(-15%) vs Terrazzo Workers and Finishers
Terrazzo Workers and FinishersPipelayers
10th
$39,360$36,840
25th
$46,940$42,320
Median
$57,260$48,710
75th
$73,490$60,980
90th
$104,510$80,710

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Terrazzo Workers and Finishers20282035
Pipelayers20282035
20242030203520402045

Terrazzo Workers and Finishers has a longer runway before significant displacement, projected 0 years later than Pipelayers.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Terrazzo Workers and Finishers

$45,275

from $57,260

Pipelayers

$38,189

from $48,710

After adjusting for AI risk, Terrazzo Workers and Finishers offers $7,087 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Terrazzo

0

Unique to Pipelayers

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Regulatory Barriers
Social Intelligence
Fine Manipulation
Decision Complexity
Terrazzo Workers and FinishersPipelayers