low risk

Patternmakers, Wood

Plan, lay out, and construct wooden unit or sectional patterns used in forming sand molds for castings.

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Higher risk than 19% of occupations

AI Impact Summary

Patternmakers, Wood faces low AI displacement risk with a score of 25/100. This occupation has higher AI displacement risk than 19% of all analyzed occupations. Of 20 analyzed tasks, 4 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

20 tasks analyzed

Read blueprints, drawings, or written specifications to determine sizes and shapes of patterns and required machine setups.

Risk: 78.0%AI: 72EstimatedTime: 8%

Lay out patterns on wood stock and draw outlines of units, sectional patterns, or full-scale mock-ups of products, based on blueprint specifications and sketches, and using marking and measuring devices.

Risk: 13.0%AI: 10EstimatedTime: 10%

Verify dimensions of completed patterns, using templates, straightedges, calipers, or protractors.

Risk: 58.6%AI: 23.43ObservedTime: 5%

Set up, operate, and adjust a variety of woodworking machines such as bandsaws and lathes to cut and shape sections, parts, and patterns, according to specifications.

Risk: 13.0%AI: 10EstimatedTime: 15%

Trim, smooth, and shape surfaces, and plane, shave, file, scrape, and sand models to attain specified shapes, using hand tools.

Risk: 11.0%AI: 5EstimatedTime: 10%

Task	AI Capability	Risk	Time %
Read blueprints, drawings, or written specifications to determine sizes and shapes of patterns and required machine setups.	72Estimated	78.0%	8%
Lay out patterns on wood stock and draw outlines of units, sectional patterns, or full-scale mock-ups of products, based on blueprint specifications and sketches, and using marking and measuring devices.	10Estimated	13.0%	10%
Verify dimensions of completed patterns, using templates, straightedges, calipers, or protractors.	23.43Observed	58.6%	5%
Set up, operate, and adjust a variety of woodworking machines such as bandsaws and lathes to cut and shape sections, parts, and patterns, according to specifications.	10Estimated	13.0%	15%
Trim, smooth, and shape surfaces, and plane, shave, file, scrape, and sand models to attain specified shapes, using hand tools.	5Estimated	11.0%	10%

Skill Impact Analysis

AI-Vulnerable

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

Manual Dexterity80%

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

Adaptability/Flexibility85%

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

Recommended Courses

Courses matched to Patternmakers, Wood 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

-6.8pt risk+$3K/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

-4.7pt risk+$3K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate

Strengthens resilience: Leadership

Estimated Impact

-3.5pt risk+$3K/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.