Takeover Tracker
vs

35 shared · 16 different

core competencies

21%low risk
Glaziers

Side-by-Side Comparison

MetricFloor Sanders and FinishersGlaziers
Risk Score28.1%21.3%
Risk TierMedium RiskLow Risk
Risk Percentile30th9th
Tasks at Risk (>50%)3 / 74 / 15
Median Salary$49,150$55,440
Employment4K57K

Skill Comparison

|

Sorted by largest difference

Selling or Influencing Others
Building and Construction
Handling and Moving Objects
Identifying Objects, Actions, and Events
Performing for or Working Directly with the Public
Customer and Personal Service
Evaluating Information to Determine Compliance with Standards
Performing General Physical Activities
Mechanical
Controlling Machines and Processes
Getting Information
Establishing and Maintaining Interpersonal Relationships

Protective Factors

Higher values indicate stronger protection against AI displacement

Floor Sanders and Finishers

24%

total discount

Glaziers

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Floor Sanders and Finishers

3 of 7 at risk
59%Buff and vacuum floors to ensure their cleanliness prior to the application of finish.
53%Guide sanding machines over surfaces of floors until surfaces are smooth.
51%Inspect floors for smoothness.
47%Attach sandpaper to rollers of sanding machines.
15%Apply filler compound and coats of finish to floors to seal wood.

Glaziers

4 of 15 at risk
85%Read and interpret blueprints or specifications to determine size, shape, color, type, or thickness of glass, location of framing, installation procedures, or staging or scaffolding materials required.
83%Select the type or color of glass or mirror according to specifications.
74%Measure and mark outlines or patterns on glass to indicate cutting lines.
74%Measure mirrors and dimensions of areas to be covered to determine work procedures.
49%Grind or polish glass, smoothing edges when necessary.

Wage Comparison

Glaziers earns +$6,290(+13%) vs Floor Sanders and Finishers
Floor Sanders and FinishersGlaziers
10th
$35,790$37,710
25th
$41,320$45,530
Median
$49,150$55,440
75th
$58,230$68,300
90th
$66,510$98,780

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Floor Sanders and Finishers20282035
Glaziers20282035
20242030203520402045

Glaziers has a longer runway before significant displacement, projected 0 years later than Floor Sanders and Finishers.

Risk-Adjusted Salary

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

Floor Sanders and Finishers

$35,324

from $49,150

Glaziers

$43,620

from $55,440

After adjusting for AI risk, Glaziers offers $8,296 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Floor

0

Unique to Glaziers

Combined Protection Strategy

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

Regulatory Barriers
Social Intelligence
Decision Complexity
Fine Manipulation
Floor Sanders and FinishersGlaziers