medium risk
Fabric and Apparel Patternmakersvs
52 shared · 16 different
core competencies
Side-by-Side Comparison
Inspectors, Testers, Sorters, Samplers, and Weighers leads 4–1| Metric | Fabric and Apparel Patternmakers | Inspectors, Testers, Sorters, Samplers, and Weighers |
|---|---|---|
| Risk Score | 41.6% | 31.9% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 84th | 50th |
| Tasks at Risk (>50%) | 13 / 15 | 12 / 15 |
| Median Salary | $67,670 | $47,460 |
| Employment | 3K | 591K |
Skill Comparison
|
Sorted by largest difference
Design
Thinking Creatively
Originality
Visualization
Fluency of Ideas
English Language
Monitor Processes, Materials, or Surroundings
MathematicsAI-Vulnerable
Number Facility
Education and Training
Mathematical Reasoning
Interpreting the Meaning of Information for Others
Protective Factors
Higher values indicate stronger protection against AI displacement
Fabric and Apparel Patternmakers
30%
total discount
Inspectors, Testers, Sorters, Samplers, and Weighers
24%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Fabric and Apparel Patternmakers
13 of 15 at risk87%Input specifications into computers to assist with pattern design and pattern cutting.
86%Create a master pattern for each size within a range of garment sizes, using charts, drafting instruments, computers, or grading devices.
85%Mark samples and finished patterns with information, such as garment size, section, style, identification, and sewing instructions.
84%Draw details on outlined parts to indicate where parts are to be joined, as well as the positions of pleats, pockets, buttonholes, and other features, using computers or drafting instruments.
84%Create design specifications to provide instructions on garment sewing and assembly.
Inspectors, Testers, Sorters, Samplers, and Weighers
12 of 15 at risk88%Record inspection or test data, such as weights, temperatures, grades, or moisture content, and quantities inspected or graded.
88%Read dials or meters to verify that equipment is functioning at specified levels.
88%Write test or inspection reports describing results, recommendations, or needed repairs.
86%Read blueprints, data, manuals, or other materials to determine specifications, inspection and testing procedures, adjustment methods, certification processes, formulas, or measuring instruments required.
65%Grade, classify, or sort products according to sizes, weights, colors, or other specifications.
Wage Comparison
Inspectors, Testers, Sorters, Samplers, and Weighers earns -$20,210(-30%) vs Fabric and Apparel Patternmakers
Fabric and Apparel PatternmakersInspectors, Testers, Sorters, Samplers, and Weighers
10th
$34,590$34,590
25th
$44,110$38,740
Median
$67,670$47,460
75th
$91,080$59,970
90th
$112,540$75,510
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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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