Production & ManufacturingO*NET: 51-4062.00
Will AI Replace Patternmakers, Metal and Plastic?
Lay out, machine, fit, and assemble castings and parts to metal or plastic foundry patterns, core boxes, or match plates.
89out of 100
Critical Risk
AI Risk Score
89/100
Risk Level
Critical
Job Zone
3/5
Medium
Total Tasks Analyzed
8
🤖 What AI Can Do
- ▸Verify conformance of patterns or template dimensions to specifications, using measuring instruments such as calipers, scales, and micrometers.
- ▸Read and interpret blueprints or drawings of parts to be cast or patterns to be made, compute dimensions, and plan operational sequences.
- ▸Clean and finish patterns or templates, using emery cloths, files, scrapers, and power grinders.
👤 What Requires Humans
- ▸Repair and rework templates and patterns.
- ▸Construct platforms, fixtures, and jigs for holding and placing patterns.
Task Breakdown
🤖AI Can Automate (3)
- Verify conformance of patterns or template dimensions to specifications, using measuring instruments such as calipers, scales, and micrometers.
- Read and interpret blueprints or drawings of parts to be cast or patterns to be made, compute dimensions, and plan operational sequences.
- Clean and finish patterns or templates, using emery cloths, files, scrapers, and power grinders.
👤Requires Humans (2)
- Repair and rework templates and patterns.
- Construct platforms, fixtures, and jigs for holding and placing patterns.
⚡AI-Assisted (3)
- Set up and operate machine tools, such as milling machines, lathes, drill presses, and grinders, to machine castings or patterns.
- Assemble pattern sections, using hand tools, bolts, screws, rivets, glue, or welding equipment.
- Mark identification numbers or symbols onto patterns or templates.
Key Skills Analysis
Operations MonitoringAI-Vulnerable
Importance: 3.38/5.00
Operation and Control
Importance: 3.12/5.00
Quality Control AnalysisAI-Vulnerable
Importance: 3.12/5.00
Reading ComprehensionAI-Vulnerable
Importance: 3.00/5.00
Active Listening
Importance: 3.00/5.00
Speaking
Importance: 3.00/5.00
Critical ThinkingAI-Resistant
Importance: 3.00/5.00
Monitoring
Importance: 3.00/5.00
Complex Problem SolvingAI-Resistant
Importance: 3.00/5.00
Judgment and Decision MakingAI-Resistant
Importance: 2.88/5.00
Time ManagementAI-Resistant
Importance: 2.88/5.00
Active LearningAI-Resistant
Importance: 2.62/5.00
Social PerceptivenessAI-Resistant
Importance: 2.62/5.00
CoordinationAI-Resistant
Importance: 2.62/5.00
MathematicsAI-Vulnerable
Importance: 2.38/5.00
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Frequently Asked Questions
Based on our analysis, Patternmakers, Metal and Plastic have a critical risk of AI replacement with a score of 89/100. 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