Production · SOC 51-4192
CAD reduces manual calculation, but scribing, marking, and fitting metal stock still demands physical skill and shop judgment.
Hands-on, interpersonal or high-stakes work AI struggles to replace.
Timeline: CNC plasma and laser cutting has automated much high-volume layout, but custom structural fabrication keeps skilled layout workers in demand through at least 2032.
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$47,260 median pay
$40,550 median pay
$99,670 median pay
$83,400 median pay
$41,690 median pay
AI job-risk card
Layout Workers, Metal and Plastic is resilient on AIFear. Hands-on, interpersonal or high-stakes work AI struggles to replace.
AIFear.com
Our AI Fear Score for Layout Workers, Metal and Plastic is 28/100 (Resilient). Hands-on, interpersonal or high-stakes work AI struggles to replace.
28 out of 100, based on an AI-model review of this occupation's O*NET tasks against what current AI can actually do.
Most exposed: Computing layout dimensions using trigonometry and shop math, Planning sequences using digital blueprints and templates, Designing and preparing templates from drawings. Harder to automate: Physically scribing, marking, and punching reference points on metal, Fitting and aligning fabricated parts for welding, Planning cut and drill sequences by reading complex assemblies, Working with irregularly shaped or large structural stock.
Lean into Blueprint and structural drawing interpretation, Precision layout and measurement, Knowledge of fabrication sequences (cutting, welding, forming), CAD for layout planning, Geometric dimensioning and tolerancing. Consider roles such as Structural Fabrication Technician or Quality Inspector (Fabricated Structures) or Welding Layout Specialist.
Tasks, skills and AI-exposure for this role were reviewed by an AI model against its O*NET task profile (curated roles use published research anchors). Pay and employment, where shown, are U.S. BLS OEWS (May 2024) figures. This is an estimate, not a prediction about any individual's job. Compare all occupations.