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Automation Risk Analysis

Will “Gas Welding Machine Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #342 of 702. Estimated risk: 61.0%

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AI Exposure Risk

52%

“Gas Welding Machine Operator” 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%

“Gas Welding Machine Operator” 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

  • Record operational information on specified production reports.

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

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

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

  • Tend auxiliary equipment used in welding processes.

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

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

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

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

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

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

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

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

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

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

  • Anneal finished workpieces to relieve internal stress.

  • 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.

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

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

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles