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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

  • Tend auxiliary equipment used in welding processes.

  • Record operational information on specified production reports.

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

  • 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.

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

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

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

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

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

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

  • Anneal finished workpieces to relieve internal stress.

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

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

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

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

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

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

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

  • 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.

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

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles