Takeover Tracker
28%medium risk
Floor Sanders and Finishers
vs

39 shared · 14 different

core competencies

37%medium risk
Molding and Casting Workers

Side-by-Side Comparison

MetricFloor Sanders and FinishersMolding and Casting Workers
Risk Score28.1%37.0%
Risk TierMedium RiskMedium Risk
Risk Percentile30th72th
Tasks at Risk (>50%)3 / 78 / 15
Median Salary$49,150$45,690
Employment4K35K

Skill Comparison

|

Sorted by largest difference

Selling or Influencing Others
Customer and Personal Service
Scheduling Work and Activities
Identifying Objects, Actions, and Events
Making Decisions and Solving Problems
Establishing and Maintaining Interpersonal Relationships
Mechanical
Controlling Machines and Processes
Static Strength
Handling and Moving Objects
Inspecting Equipment, Structures, or Material
Performing General Physical Activities

Protective Factors

Higher values indicate stronger protection against AI displacement

Floor Sanders and Finishers

24%

total discount

Molding and Casting Workers

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.

Molding and Casting Workers

8 of 15 at risk
86%Read work orders or examine parts to determine parts or sections of products to be produced.
86%Set the proper operating temperature for each casting.
86%Select sizes and types of molds according to instructions.
61%Engrave or stamp identifying symbols, letters, or numbers on products.
57%Operate and adjust controls of heating equipment to melt material or to cure, dry, or bake filled molds.

Wage Comparison

Molding and Casting Workers earns -$3,460(-7%) vs Floor Sanders and Finishers
Floor Sanders and FinishersMolding and Casting Workers
10th
$35,790$34,950
25th
$41,320$38,500
Median
$49,150$45,690
75th
$58,230$51,340
90th
$66,510$61,050

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Floor Sanders and Finishers2028–2035
Molding and Casting Workers2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Floor Sanders and Finishers

$35,324

from $49,150

Molding and Casting Workers

$28,808

from $45,690

After adjusting for AI risk, Floor Sanders and Finishers offers $6,517 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Floor

0

Unique to Molding

Combined Protection Strategy

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

Social Intelligence
Regulatory Barriers
Creativity
Fine Manipulation
Floor Sanders and FinishersMolding and Casting Workers
Find transitions from Floor Sanders and FinishersFind transitions from Molding and Casting Workers