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Automation Risk Analysis

Will “Development Mechanic” be Automated?

Historical Context: Oxford Study (2013)

Ranked #476 of 702. Estimated risk: 84.0%

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AI Exposure Risk

39%

“Development Mechanic” 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%

“Development Mechanic” 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.

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

  • 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.

  • Apply pigment to layout surfaces, using paint brushes.

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

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

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

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

  • Inspect machined parts to verify conformance to specifications.

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

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

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

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

Technologies & Software

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