Production & ManufacturingO*NET: 51-4192.00
Will AI Replace Layout Workers, Metal and Plastic?
Lay out reference points and dimensions on metal or plastic stock or workpieces, such as sheets, plates, tubes, structural shapes, castings, or machine parts, for further processing. Includes shipfitters.
86out of 100
Critical Risk
AI Risk Score
86/100
Risk Level
Critical
Job Zone
2/5
Entry
Total Tasks Analyzed
9
🤖 What AI Can Do
- ▸Locate center lines and verify template positions, using measuring instruments such as gauge blocks, height gauges, and dial indicators.
- ▸Compute layout dimensions, and determine and mark reference points on metal stock or workpieces for further processing, such as welding and assembly.
👤 What Requires Humans
- ▸Plan and develop layouts from blueprints and templates, applying knowledge of trigonometry, design, effects of heat, and properties of metals.
- ▸Lift and position workpieces in relation to surface plates, manually or with hoists, and using parallel blocks and angle plates.
- ▸Design and prepare templates of wood, paper, or metal.
Task Breakdown
🤖AI Can Automate (2)
- Locate center lines and verify template positions, using measuring instruments such as gauge blocks, height gauges, and dial indicators.
- Compute layout dimensions, and determine and mark reference points on metal stock or workpieces for further processing, such as welding and assembly.
👤Requires Humans (3)
- Plan and develop layouts from blueprints and templates, applying knowledge of trigonometry, design, effects of heat, and properties of metals.
- Lift and position workpieces in relation to surface plates, manually or with hoists, and using parallel blocks and angle plates.
- Design and prepare templates of wood, paper, or metal.
⚡AI-Assisted (4)
- Mark curves, lines, holes, dimensions, and welding symbols onto workpieces, using scribes, soapstones, punches, and hand drills.
- Plan locations and sequences of cutting, drilling, bending, rolling, punching, and welding operations, using compasses, protractors, dividers, and rules.
- Fit and align fabricated parts to be welded or assembled.
- Lay out and fabricate metal structural parts such as plates, bulkheads, and frames.
Key Skills Analysis
MathematicsAI-Vulnerable
Importance: 3.12/5.00
Reading ComprehensionAI-Vulnerable
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
Operations MonitoringAI-Vulnerable
Importance: 3.00/5.00
Quality Control AnalysisAI-Vulnerable
Importance: 3.00/5.00
Judgment and Decision MakingAI-Resistant
Importance: 3.00/5.00
Active Listening
Importance: 2.88/5.00
Speaking
Importance: 2.88/5.00
CoordinationAI-Resistant
Importance: 2.88/5.00
Operation and Control
Importance: 2.88/5.00
Active LearningAI-Resistant
Importance: 2.75/5.00
Social PerceptivenessAI-Resistant
Importance: 2.75/5.00
Equipment SelectionAI-Vulnerable
Importance: 2.75/5.00
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Frequently Asked Questions
Based on our analysis, Layout Workers, Metal and Plastic have a critical risk of AI replacement with a score of 86/100. 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