Takeover Tracker

42%medium risk

Fabric and Apparel Patternmakers

Draw and construct sets of precision master fabric patterns or layouts. May also mark and cut fabrics and apparel.

Higher risk than 84% of occupations

AI Impact Summary

Fabric and Apparel Patternmakers faces moderate AI displacement risk with a score of 42/100. This occupation has higher AI displacement risk than 84% of all analyzed occupations. Of 16 analyzed tasks, 5 are highly automatable, particularly routine cognitive tasks. Limited protective factors mean this occupation has few buffers against AI automation.

This is a general assessment. to get a score adjusted for your experience, skills, and work environment.

How AI Impacts Each Task

16 tasks analyzed

Create a master pattern for each size within a range of garment sizes, using charts, drafting instruments, computers, or grading devices.

Risk: 86.0%AI: 92EstimatedTime: 8%

Input specifications into computers to assist with pattern design and pattern cutting.

Risk: 87.2%AI: 95EstimatedTime: 8%

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.

Risk: 84.0%AI: 87EstimatedTime: 7%

Make adjustments to patterns after fittings.

Risk: 51.0%AI: 60EstimatedTime: 8%

Compute dimensions of patterns according to sizes, considering stretching of material.

Risk: 55.0%AI: 70EstimatedTime: 6%

Skill Impact Analysis

6

AI-Vulnerable

11

AI-Resistant

AI-Vulnerable

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

AI-Resistant

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Recommended Courses

Courses matched to Fabric and Apparel Patternmakers skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.4pt risk+$4K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Courserabeginner

Google UX Design Professional Certificate

by Google

~5 months$49/mo4.8Certificate
Enhances AI augmentation: Critical Thinking

Estimated Impact

-5.2pt risk+$4K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Coursera

Inspired Leadership Through Emotional Intelligence

by Case Western Reserve University

32 hours$49/mo4.8Certificate
Strengthens resilience: Adaptability/Flexibility

Estimated Impact

-3.8pt risk+$4K/yr salary

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Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Score History

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See how Fabric and Apparel Patternmakers's risk score has changed over 2 scoring runs.

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Education & Training

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Education levels, experience requirements, and training data for this occupation.

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Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis