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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

  • 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.

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

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

  • Anneal finished workpieces to relieve internal stress.

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

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

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

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

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

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

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

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

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

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

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

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

  • Tend auxiliary equipment used in welding processes.

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

  • 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.

  • 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.

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

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles