Takeover Tracker
vs

48 shared · 12 different

core competencies

23%low risk
Fence Erectors

Side-by-Side Comparison

MetricCarpet InstallersFence Erectors
Risk Score15.5%23.2%
Risk TierLow RiskLow Risk
Risk Percentile1th14th
Tasks at Risk (>50%)3 / 152 / 15
Median Salary$49,850$46,940
Employment15K23K

Skill Comparison

|

Sorted by largest difference

Customer and Personal Service
MathematicsAI-Vulnerable
Updating and Using Relevant Knowledge
Administration and Management
Reaction Time
Monitor Processes, Materials, or Surroundings
English Language
Multilimb Coordination
Judging the Qualities of Things, Services, or People
Training and Teaching Others
Handling and Moving Objects
Operation and Control

Protective Factors

Higher values indicate stronger protection against AI displacement

Carpet Installers

26%

total discount

Fence Erectors

25%

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.

Fence Erectors

2 of 15 at risk
74%Establish the location for a fence, and gather information needed to ensure that there are no electric cables or water lines in the area.
74%Measure and lay out fence lines and mark posthole positions, following instructions, drawings, or specifications.
45%Make rails for fences, by sawing lumber or by cutting metal tubing to required lengths.
39%Set metal or wooden posts in upright positions in postholes.
39%Mix and pour concrete around bases of posts, or tamp soil into postholes to embed posts.

Wage Comparison

Fence Erectors earns -$2,910(-6%) vs Carpet Installers
Carpet InstallersFence Erectors
10th
$32,830$35,090
25th
$39,140$39,040
Median
$49,850$46,940
75th
$65,530$57,070
90th
$83,200$74,660

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Carpet Installers20282035
Fence Erectors20282035
20242030203520402045

Carpet Installers has a longer runway before significant displacement, projected 0 years later than Fence Erectors.

Risk-Adjusted Salary

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

Carpet Installers

$42,133

from $49,850

Fence Erectors

$36,041

from $46,940

After adjusting for AI risk, Carpet Installers offers $6,093 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Carpet

0

Unique to Fence

Combined Protection Strategy

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

Creativity
Fine Manipulation
Decision Complexity
Social Intelligence
Carpet InstallersFence Erectors