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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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • Tend auxiliary equipment used in welding processes.

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

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

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

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

  • Anneal finished workpieces to relieve internal stress.

  • Record operational information on specified production reports.

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

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

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

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

Alternative Job Titles