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Automation Risk Analysis

Will “Layout Fabricator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #476 of 702. Estimated risk: 84.0%

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AI Exposure Risk

39%

“Layout Fabricator” will probably not be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 39% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

58%

“Layout Fabricator” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 58% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Layout Workers, Metal and Plastic, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: 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.

Avg. Annual Salary $65,770
Avg. Hourly Wage $31.62
Available Jobs (US) 5,610
Job Title & Hierarchy Code (SOC) Layout Workers, Metal and Plastic #51-4192
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Layout Workers, Metal and Plastic”

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Core Skills & Abilities

  • Install doors, hatches, brackets, and clips.

  • Design and prepare templates of wood, paper, or metal.

  • Apply pigment to layout surfaces, using paint brushes.

  • Add dimensional details to blueprints or drawings made by other workers.

  • Fit and align fabricated parts to be welded or assembled.

  • Lift and position workpieces in relation to surface plates, manually or with hoists, and using parallel blocks and angle plates.

  • Lay out and fabricate metal structural parts such as plates, bulkheads, and frames.

  • Mark curves, lines, holes, dimensions, and welding symbols onto workpieces, using scribes, soapstones, punches, and hand drills.

  • Plan and develop layouts from blueprints and templates, applying knowledge of trigonometry, design, effects of heat, and properties of metals.

  • Compute layout dimensions, and determine and mark reference points on metal stock or workpieces for further processing, such as welding and assembly.

  • Inspect machined parts to verify conformance to specifications.

  • Plan locations and sequences of cutting, drilling, bending, rolling, punching, and welding operations, using compasses, protractors, dividers, and rules.

  • Locate center lines and verify template positions, using measuring instruments such as gauge blocks, height gauges, and dial indicators.

  • Brace parts in position within hulls or ships for riveting or welding.

Technologies & Software

  • Microsoft Word
  • Sight Machine AI
  • Autodesk AutoCAD
  • Cognex Vision AI
  • Siemens Industrial AI
  • Microsoft PowerPoint
  • Computer aided design CAD software
  • ABB AI Robotics
  • Rockwell Automation AI
  • Inventory tracking software
  • Optical Gaging Products Measure-X
  • Microsoft Office software
  • Hexagon Metrology PC-DMIS
  • Microsoft Excel
  • Rulers
  • Drafting dividers
  • Optical comparators
  • Power hoists
  • Scribes
  • Coordinate measuring machines CMM
  • Digital micrometers
  • Punches
  • Drafting compasses
  • Stick welding machines
  • Digital height gauges
  • Electric saws
  • Dial indicators
  • Digital hardness testers
  • Parallel blocks
  • Hand drills
  • Wheeled forklifts
  • Gauge block sets
  • Measurement calipers
  • Protractors