Takeover Tracker

20%low risk
Upholsterers
vs

53 shared · 11 different

core competencies

Side-by-Side Comparison

MetricUpholsterersGrinding and Polishing Workers, Hand
Risk Score20.0%37.8%
Risk TierLow RiskMedium Risk
Risk Percentile7th75th
Tasks at Risk (>50%)3 / 156 / 15
Median Salary$46,190$41,690
Employment21K12K

Skill Comparison

|

Sorted by largest difference

Controlling Machines and Processes
Thinking Creatively
Coordinating the Work and Activities of Others
Visual Color Discrimination
Visualization
English Language
Documenting/Recording Information
Communicating with Supervisors, Peers, or Subordinates
Monitor Processes, Materials, or Surroundings
Equipment MaintenanceAI-Resistant
Design

Protective Factors

Higher values indicate stronger protection against AI displacement

Upholsterers

28%

total discount

Grinding and Polishing Workers, Hand

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Upholsterers

3 of 15 at risk
88%Maintain records of time required to perform each job.
86%Read work orders, and apply knowledge and experience with materials to determine types and amounts of materials required to cover workpieces.
55%Design upholstery cover patterns and cutting plans, based on sketches, customer descriptions, or blueprints.
47%Draw cutting lines on material following patterns, templates, sketches, or blueprints, using chalk, pencils, paint, or other methods.
41%Operate sewing machines or sew upholstery by hand to seam cushions and join various sections of covering material.

Grinding and Polishing Workers, Hand

6 of 15 at risk
89%Record product and processing data on specified forms.
85%Study blueprints or layouts to determine how to lay out workpieces or saw out templates.
81%Mark defects, such as knotholes, cracks, and splits, for repair.
77%Verify quality of finished workpieces by inspecting them, comparing them to templates, measuring their dimensions, or testing them in working machinery.
77%Measure and mark equipment, objects, or parts to ensure grinding and polishing standards are met.

Wage Comparison

Grinding and Polishing Workers, Hand earns -$4,500(-10%) vs Upholsterers
UpholsterersGrinding and Polishing Workers, Hand
10th
$32,190$32,120
25th
$37,200$36,660
Median
$46,190$41,690
75th
$51,740$48,410
90th
$63,600$57,250

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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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