Takeover Tracker
21%low risk
Construction Carpenters
vs

62 shared · 10 different

core competencies

21%low risk
Terrazzo Workers and Finishers

Side-by-Side Comparison

MetricConstruction CarpentersTerrazzo Workers and Finishers
Risk Score20.8%20.9%
Risk TierLow RiskLow Risk
Risk Percentile8th9th
Tasks at Risk (>50%)7 / 150 / 15
Median Salary$59,310$57,260
Employment698K1K

Skill Comparison

|

Sorted by largest difference

Building and Construction
MathematicsAI-Vulnerable
Mechanical
Chemistry
English Language
Reading ComprehensionAI-Vulnerable
Controlling Machines and Processes
Repairing and Maintaining Mechanical Equipment
Operating Vehicles, Mechanized Devices, or Equipment
Education and Training

Protective Factors

Higher values indicate stronger protection against AI displacement

Construction Carpenters

28%

total discount

Terrazzo Workers and Finishers

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Construction Carpenters

7 of 15 at risk
88%Maintain records, document actions, and present written progress reports.
86%Select and order lumber or other required materials.
70%Verify trueness of structure, using plumb bob and level.
66%Measure and mark cutting lines on materials, using a ruler, pencil, chalk, and marking gauge.
55%Study specifications in blueprints, sketches, or building plans to prepare project layout and determine dimensions and materials required.

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 -$2,050(-3%) vs Construction Carpenters
Construction CarpentersTerrazzo Workers and Finishers
10th
$38,760$39,360
25th
$47,550$46,940
Median
$59,310$57,260
75th
$75,620$73,490
90th
$98,370$104,510

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Construction Carpenters2028–2035
Terrazzo Workers and Finishers2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Construction Carpenters

$46,956

from $59,310

Terrazzo Workers and Finishers

$45,275

from $57,260

After adjusting for AI risk, Construction Carpenters offers $1,680 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Construction

0

Unique to Terrazzo

Combined Protection Strategy

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

Fine Manipulation
Creativity
Social Intelligence
Decision Complexity
Construction CarpentersTerrazzo Workers and Finishers
Find transitions from Construction CarpentersFind transitions from Terrazzo Workers and Finishers