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Automation Risk Analysis

Will “Metal Fabricator Apprentice” be Automated?

Historical Context: Oxford Study (2013)

Ranked #275 of 702. Estimated risk: 41.0%

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AI Exposure Risk

49%

“Metal Fabricator Apprentice” 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 49% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

59%

“Metal Fabricator Apprentice” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 59% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Structural Metal Fabricators and Fitters, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Fabricate, position, align, and fit parts of structural metal products.

Avg. Annual Salary $52,740
Avg. Hourly Wage $25.36
Available Jobs (US) 53,380
Job Title & Hierarchy Code (SOC) Structural Metal Fabricators and Fitters #51-2041
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Structural Metal Fabricators and Fitters”

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Core Skills & Abilities

  • Mark reference points onto floors or face blocks and transpose them to workpieces, using measuring devices, squares, chalk, and soapstone.

  • Lay out and examine metal stock or workpieces to be processed to ensure that specifications are met.

  • Remove high spots and cut bevels, using hand files, portable grinders, and cutting torches.

  • Align and fit parts according to specifications, using jacks, turnbuckles, wedges, drift pins, pry bars, and hammers.

  • Design and construct templates and fixtures, using hand tools.

  • Tack-weld fitted parts together.

  • Erect ladders and scaffolding to fit together large assemblies.

  • Position or tighten braces, jacks, clamps, ropes, or bolt straps, or bolt parts in position for welding or riveting.

  • Move parts into position, manually or with hoists or cranes.

  • Smooth workpiece edges and fix taps, tubes, and valves.

  • Lift or move materials and finished products, using large cranes.

  • Position, align, fit, and weld parts to form complete units or subunits, following blueprints and layout specifications, and using jigs, welding torches, and hand tools.

  • Heat-treat parts, using acetylene torches.

  • Direct welders to build up low spots or short pieces with weld.

  • Install boilers, containers, and other structures.

  • Study engineering drawings and blueprints to determine materials requirements and task sequences.

  • Hammer, chip, and grind workpieces to cut, bend, and straighten metal.

  • Straighten warped or bent parts, using sledges, hand torches, straightening presses, or bulldozers.

  • Verify conformance of workpieces to specifications, using squares, rulers, and measuring tapes.

  • Set up face blocks, jigs, and fixtures.

  • Preheat workpieces to make them malleable, using hand torches or furnaces.

  • Set up and operate fabricating machines, such as brakes, rolls, shears, flame cutters, grinders, and drill presses, to bend, cut, form, punch, drill, or otherwise form and assemble metal components.

  • Locate and mark workpiece bending and cutting lines, allowing for stock thickness, machine and welding shrinkage, and other component specifications.

Technologies & Software

  • Computer aided design and drafting CADD software
  • Dassault Systemes CATIA
  • Microsoft Office software
  • Microsoft Excel
  • Tekla software
  • Three-dimensional modeling software
  • Enterprise resource planning ERP software
  • Sight Machine AI
  • Siemens Industrial AI
  • ABB AI Robotics
  • Microsoft Word
  • Spreadsheet software
  • Microsoft Outlook
  • Cognex Vision AI
  • Rockwell Automation AI
  • Locking pliers
  • Pry bars
  • Sine bars
  • Hand clamps
  • Protractors
  • Power hoists
  • Sledgehammers
  • Power hacksaws
  • Paint spray guns
  • Dividers
  • Precision files
  • Power grinders
  • Drill presses
  • Positioning jigs
  • Heating furnaces
  • Metal cutting taps
  • Hand torches
  • Scaffolding
  • Edge planers
  • Drift pins
  • Forklifts
  • Computerized numerical control CNC press brakes
  • Surface gauges
  • Ladders
  • Wedges
  • Cutoff saws
  • Steel rules
  • Radial drills
  • Hand torch welders
  • Chipping tools
  • Tack welding equipment
  • Scribers
  • Tungsten inert gas TIG welding equipment
  • Brakes
  • Reamers
  • Jacks
  • Plasma cutters
  • Hand shears
  • Lathes
  • Turnbuckles
  • Micrometers
  • Overhead cranes
  • Punches
  • Measuring tapes
  • Beverly shears
  • Vernier height gauges
  • Radial arm saws
  • Computerized numerical control CNC metal-cutting machines
  • Flame cutters
  • Milling machines
  • Transit levels
  • Power chippers
  • End milling machines
  • Welding torches
  • Layout squares
  • Dial indicators
  • Claw hammers
  • Unishears
  • Personal computers
  • Roll benders
  • Bench vises
  • Rivet guns
  • Desktop computers
  • Adjustable wrenches
  • Center punches
  • Tracked bulldozers
  • Metal inert gas MIG welders
  • Straightening presses
  • Belt sanders
  • Straight screwdrivers
  • Circular saws
  • Magnetic drill presses