Production & ManufacturingO*NET: 51-7032.00
Will AI Replace Patternmakers, Wood?
Plan, lay out, and construct wooden unit or sectional patterns used in forming sand molds for castings.
87out of 100
Critical Risk
AI Risk Score
87/100
Risk Level
Critical
Job Zone
3/5
Medium
Total Tasks Analyzed
19
🤖 What AI Can Do
- ▸Trim, smooth, and shape surfaces, and plane, shave, file, scrape, and sand models to attain specified shapes, using hand tools.
- ▸Verify dimensions of completed patterns, using templates, straightedges, calipers, or protractors.
- ▸Mark identifying information such as colors or codes on patterns, parts, and templates to indicate assembly methods.
- ▸Maintain pattern records for reference.
- ▸Compute dimensions, areas, volumes, and weights.
👤 What Requires Humans
- ▸Repair broken or damaged patterns.
- ▸Construct wooden models, templates, full scale mock-ups, jigs, or molds for shaping parts of products.
Task Breakdown
🤖AI Can Automate (5)
- Trim, smooth, and shape surfaces, and plane, shave, file, scrape, and sand models to attain specified shapes, using hand tools.
- Verify dimensions of completed patterns, using templates, straightedges, calipers, or protractors.
- Mark identifying information such as colors or codes on patterns, parts, and templates to indicate assembly methods.
- Maintain pattern records for reference.
- Compute dimensions, areas, volumes, and weights.
👤Requires Humans (2)
- Repair broken or damaged patterns.
- Construct wooden models, templates, full scale mock-ups, jigs, or molds for shaping parts of products.
⚡AI-Assisted (12)
- Read blueprints, drawings, or written specifications to determine sizes and shapes of patterns and required machine setups.
- Fit, fasten, and assemble wood parts together to form patterns, models, or sections, using glue, nails, dowels, bolts, and screws.
- 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.
- Divide patterns into sections according to shapes of castings to facilitate removal of patterns from molds.
- Correct patterns to compensate for defects in castings.
- 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.
- Finish completed products or models with shellac, lacquer, wax, or paint.
- Estimate costs for patternmaking jobs.
Key Skills Analysis
Reading ComprehensionAI-Vulnerable
Importance: 3.12/5.00
Monitoring
Importance: 3.12/5.00
Complex Problem SolvingAI-Resistant
Importance: 3.12/5.00
Operations MonitoringAI-Vulnerable
Importance: 3.12/5.00
Operation and Control
Importance: 3.12/5.00
Active Listening
Importance: 3.00/5.00
MathematicsAI-Vulnerable
Importance: 3.00/5.00
Critical ThinkingAI-Resistant
Importance: 3.00/5.00
Quality Control AnalysisAI-Vulnerable
Importance: 3.00/5.00
Speaking
Importance: 2.88/5.00
Social PerceptivenessAI-Resistant
Importance: 2.88/5.00
Operations AnalysisAI-Vulnerable
Importance: 2.88/5.00
Judgment and Decision MakingAI-Resistant
Importance: 2.88/5.00
Time ManagementAI-Resistant
Importance: 2.88/5.00
Active LearningAI-Resistant
Importance: 2.75/5.00
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Frequently Asked Questions
Based on our analysis, Patternmakers, Wood have a critical risk of AI replacement with a score of 87/100. Many routine tasks in this role can be automated, but human oversight remains important.
Last updated: 2026-03-28· Data from O*NET 30.2 & Frey/Osborne automation research