Takeover Tracker

Side-by-Side Comparison

MetricFurniture FinishersSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders
Risk Score19.9%39.3%
Risk TierLow RiskMedium Risk
Risk Percentile7th78th
Tasks at Risk (>50%)3 / 158 / 15
Median Salary$42,530$49,500
Employment14K54K

Skill Comparison

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Sorted by largest difference

Establishing and Maintaining Interpersonal Relationships
Controlling Machines and Processes
Production and Processing
Reaction Time
Visual Color Discrimination
Operation Monitoring
Judging the Qualities of Things, Services, or People
Organizing, Planning, and Prioritizing Work
Manual DexterityAI-Resistant
Thinking Creatively
Visualization
Perceptual Speed

Protective Factors

Higher values indicate stronger protection against AI displacement

Furniture Finishers

28%

total discount

Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders

8 of 15 at risk
86%Monitor material flow or instruments such as temperature or pressure gauges, indicators, or meters to ensure optimal processing conditions.
65%Test samples to determine viscosity, acidity, specific gravity, or degree of concentration, using test equipment such as viscometers, pH meters, or hydrometers.
57%Examine samples to verify qualities such as clarity, cleanliness, consistency, dryness, or texture.
57%Inspect machines or equipment for hazards, operating efficiency, malfunctions, wear, or leaks.
53%Set up or adjust machine controls to regulate conditions such as material flow, temperature, or pressure.

Wage Comparison

Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders earns +$6,970(+16%) vs Furniture Finishers
Furniture FinishersSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders
10th
$31,200$35,810
25th
$36,770$41,830
Median
$42,530$49,500
75th
$49,020$61,350
90th
$59,820$75,860

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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Furniture Finishers: Not yetSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders: Not yet