Takeover Tracker
18%low risk
Floor Layers, Except Carpet, Wood, and Hard Tiles
vs

48 shared · 15 different

core competencies

20%low risk
Furniture Finishers

Side-by-Side Comparison

MetricFloor Layers, Except Carpet, Wood, and Hard TilesFurniture Finishers
Risk Score18.0%19.9%
Risk TierLow RiskLow Risk
Risk Percentile4th7th
Tasks at Risk (>50%)3 / 143 / 15
Median Salary$54,340$42,530
Employment25K14K

Skill Comparison

|

Sorted by largest difference

Building and Construction
MathematicsAI-Vulnerable
Visual Color Discrimination
Communicating with Persons Outside Organization
Performing for or Working Directly with the Public
Identifying Objects, Actions, and Events
Scheduling Work and Activities
Customer and Personal Service
Monitor Processes, Materials, or Surroundings
Getting Information
Flexibility of Closure
Perceptual Speed

Protective Factors

Higher values indicate stronger protection against AI displacement

Floor Layers, Except Carpet, Wood, and Hard Tiles

27%

total discount

Furniture Finishers

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Floor Layers, Except Carpet, Wood, and Hard Tiles

3 of 14 at risk
65%Measure and mark guidelines on surfaces or foundations, using chalk lines and dividers.
51%Cut covering and foundation materials, according to blueprints and sketches.
51%Determine traffic areas and decide location of seams.
39%Roll and press sheet wall and floor covering into cement base to smooth and finish surface, using hand roller.
39%Apply adhesive cement to floor or wall material to join and adhere foundation material.

Furniture Finishers

3 of 15 at risk
84%Select appropriate finishing ingredients such as paint, stain, lacquer, shellac, or varnish, depending on factors such as wood hardness and surface type.
84%Follow blueprints to produce specific designs.
65%Paint metal surfaces electrostatically, or by using a spray gun or other painting equipment.
49%Mix finish ingredients to obtain desired colors or shades.
47%Examine furniture to determine the extent of damage or deterioration, and to decide on the best method for repair or restoration.

Wage Comparison

Furniture Finishers earns -$11,810(-22%) vs Floor Layers, Except Carpet, Wood, and Hard Tiles
Floor Layers, Except Carpet, Wood, and Hard TilesFurniture Finishers
10th
$37,190$31,200
25th
$44,760$36,770
Median
$54,340$42,530
75th
$72,390$49,020
90th
$97,180$59,820

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Floor Layers, Except Carpet, Wood, and Hard Tiles2028–2035
Furniture Finishers2028–2035
20242030203520402045

Floor Layers, Except Carpet, Wood, and Hard Tiles has a longer runway before significant displacement, projected 0 years later than Furniture Finishers.

Risk-Adjusted Salary

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

Floor Layers, Except Carpet, Wood, and Hard Tiles

$44,548

from $54,340

Furniture Finishers

$34,067

from $42,530

After adjusting for AI risk, Floor Layers, Except Carpet, Wood, and Hard Tiles offers $10,481 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Floor

0

Unique to Furniture

Combined Protection Strategy

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

Creativity
Fine Manipulation
Social Intelligence
Regulatory Barriers
Floor Layers, Except Carpet, Wood, and Hard TilesFurniture Finishers
Find transitions from Floor Layers, Except Carpet, Wood, and Hard TilesFind transitions from Furniture Finishers