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Automation Risk Analysis

Will “Welding Pantograph 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%

“Welding Pantograph 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%

“Welding Pantograph 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

  • 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.

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

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

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

  • 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.

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

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

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

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

  • 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.

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

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

  • Tend auxiliary equipment used in welding processes.

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

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

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

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

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

  • 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.

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

  • Anneal finished workpieces to relieve internal stress.

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

  • Record operational information on specified production reports.

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

Alternative Job Titles