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Automation Risk Analysis

Will “Welding Pantograph Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #342 of 702. Estimated risk: 61.0%

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AI Exposure Risk

52%

“Welding Pantograph 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%

“Welding Pantograph 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

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

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

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

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

  • 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.

  • 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.

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

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

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

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

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

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

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

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

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

  • Anneal finished workpieces to relieve internal stress.

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

  • 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.

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

  • Record operational information on specified production reports.

  • Tend auxiliary equipment used in welding processes.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles