Carpet Installers vs Terrazzo Workers and Finishers AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Carpet Installers

52 shared · 8 different

core competencies

low risk

Terrazzo Workers and Finishers

Side-by-Side Comparison

Carpet Installers leads 3–2

Metric	Carpet Installers	Terrazzo Workers and Finishers
Risk Score	15.5%	20.9%
Risk Tier	Low Risk	Low Risk
Risk Percentile	1th	9th
Tasks at Risk (>50%)	3 / 15	0 / 15
Median Salary	$49,850	$57,260
Employment	15K	1K

Skill Comparison

Sorted by largest difference

Customer and Personal Service

Coordinating the Work and Activities of Others

Building and Construction

Updating and Using Relevant Knowledge

Scheduling Work and Activities

MathematicsAI-Vulnerable

Repairing and Maintaining Mechanical Equipment

Controlling Machines and Processes

Protective Factors

Higher values indicate stronger protection against AI displacement

Carpet Installers

26%

total discount

Terrazzo Workers and Finishers

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Carpet Installers

3 of 15 at risk

87%Take measurements and study floor sketches to calculate the area to be carpeted and the amount of material needed.

85%Draw building diagrams and record dimensions.

57%Plan the layout of the carpet, allowing for expected traffic patterns and placing seams for best appearance and longest wear.

45%Clean up before and after installation, including vacuuming carpet and discarding remnant pieces.

9%Cut and install vinyl composition tile or vinyl base.

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 +$7,410(+15%) vs Carpet Installers

Carpet InstallersTerrazzo Workers and Finishers

10th

$32,830$39,360

25th

$39,140$46,940

Median

$49,850$57,260

75th

$65,530$73,490

90th

$83,200$104,510

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Carpet Installers2028–2035

Terrazzo Workers and Finishers2028–2035

20242030203520402045

Carpet Installers 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%)

Carpet Installers

$42,133

from $49,850

Terrazzo Workers and Finishers

$45,275

from $57,260

After adjusting for AI risk, Terrazzo Workers and Finishers offers $3,142 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Carpet

Unique to Terrazzo

Combined Protection Strategy

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

Decision Complexity

Fine Manipulation

Social Intelligence

Creativity

Carpet InstallersTerrazzo Workers and Finishers

Find transitions from Carpet Installers Find transitions from Terrazzo Workers and Finishers