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Automation Risk Analysis

Will “Fabrication Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #342 of 702. Estimated risk: 61.0%

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AI Exposure Risk

52%

“Fabrication Specialist” will maybe 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 52% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

61%

“Fabrication Specialist” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 61% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Set up, operate, or tend welding, soldering, or brazing machines or robots that weld, braze, solder, or heat treat metal products, components, or assemblies. Includes workers who operate laser cutters or laser-beam machines.

Avg. Annual Salary $49,270
Avg. Hourly Wage $23.69
Available Jobs (US) 36,290
Job Title & Hierarchy Code (SOC) Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders #51-4122
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders”

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Core Skills & Abilities

  • Lay out, fit, or connect parts to be bonded, calculating production measurements, as necessary.

  • Fill hoppers and position spouts to direct flow of flux or manually brush flux onto seams of workpieces.

  • Select, position, align, and bolt jigs, holding fixtures, guides, or stops onto machines, using measuring instruments and hand tools.

  • Prepare metal surfaces or workpieces, using hand-operated equipment, such as grinders, cutters, or drills.

  • Give directions to other workers regarding machine set-up and use.

  • Tend auxiliary equipment used in welding processes.

  • Anneal finished workpieces to relieve internal stress.

  • Add chemicals or materials to workpieces or machines to facilitate bonding or to cool workpieces.

  • Correct problems by adjusting controls or by stopping machines and opening holding devices.

  • Turn and press knobs and buttons or enter operating instructions into computers to adjust and start welding machines.

  • Set dials and timing controls to regulate electrical current, gas flow pressure, heating or cooling cycles, or shut-off.

  • Transfer components, metal products, or assemblies, using moving equipment.

  • Devise or build fixtures or jigs used to hold parts in place during welding, brazing, or soldering.

  • Inspect, measure, or test completed metal workpieces to ensure conformance to specifications, using measuring and testing devices.

  • Immerse completed workpieces into water or acid baths to cool and clean components.

  • Dress electrodes, using tip dressers, files, emery cloths, or dressing wheels.

  • Compute and record settings for new work, applying knowledge of metal properties, principles of welding, and shop mathematics.

  • Start, monitor, and adjust robotic welding production lines.

  • Select torch tips, alloys, flux, coil, tubing, or wire, according to metal types or thicknesses, data charts, or records.

  • Record operational information on specified production reports.

  • Assemble, align, and clamp workpieces into holding fixtures to bond, heat-treat, or solder fabricated metal components.

  • Clean, lubricate, maintain, and adjust equipment to maintain efficient operation, using air hoses, cleaning fluids, and hand tools.

  • Mark weld points and positions of components on workpieces, using rules, squares, templates, or scribes.

  • Observe meters, gauges, or machine operations to ensure that soldering or brazing processes meet specifications.

  • Set up, operate, or tend welding machines that join or bond components to fabricate metal products or assemblies.

  • Read blueprints, work orders, or production schedules to determine product or job instructions or specifications.

  • Load or feed workpieces into welding machines to join or bond components.

  • Conduct trial runs before welding, soldering, or brazing, and make necessary adjustments to equipment.

  • Remove completed workpieces or parts from machinery, using hand tools.

Technologies & Software

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  • Qwen (Alibaba)
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  • Kimi (Moonshot AI)
  • Linux
  • Microsoft Windows
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  • Claude (Anthropic)
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  • Grok (xAI)
  • Microsoft Outlook
  • Spreadsheet software
  • Microsoft Office software
  • Sight Machine AI
  • Dial calipers
  • Tongs
  • Single-cut mill saw files
  • Magnifiers
  • Diffusion-welding machines
  • Ball peen hammers
  • Tungsten inert gas TIG welding equipment
  • Wire brushes
  • Resistance welding guns
  • Hand clamps
  • Resistance welding machines
  • Soldering robots
  • Brazing machines
  • Face masks
  • Measuring tapes
  • Computerized numerical control CNC oxy-fuel systems
  • Gas welding torches
  • Cold-welding machines
  • Bench vises
  • Power hoists
  • Soldering machines
  • Spot welding guns
  • Welding robots
  • Portable welding machines
  • Slip joint pliers
  • Chipping hammers
  • Desktop computers
  • Vise grip pliers
  • Heating furnaces
  • Welding helmets
  • Adjustable widemouth pliers
  • Hydraulic winches
  • Undercut gauges
  • Welding electrodes
  • Laser-beam machines
  • Center punches
  • Side cutting pliers
  • Safety gloves
  • C clamps
  • Layout squares
  • Fillet weld gauges
  • Welding tip dressers
  • Vernier micrometers
  • Micrometers
  • Claw hammers
  • Safety goggles
  • Brazing robots
  • Power grinders
  • Laser cutters
  • Outside micrometer calipers
  • Welding torch tips
  • Hand scrapers
  • Product loading equipment
  • Welding tip cleaning files
  • Workpiece positioning jigs
  • Arc welding equipment
  • Hydraulic booms
  • Rulers
  • Walk-behind lift trucks

Alternative Job Titles