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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

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

  • Anneal finished workpieces to relieve internal stress.

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

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

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

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

  • Tend auxiliary equipment used in welding processes.

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

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

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

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

  • 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.

  • Record operational information on specified production reports.

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles