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Automation Risk Analysis

Will “Machine Burner” be Automated?

Historical Context: Oxford Study (2013)

Ranked #342 of 702. Estimated risk: 61.0%

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AI Exposure Risk

52%

“Machine Burner” 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%

“Machine Burner” 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

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

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

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

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

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

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

  • Anneal finished workpieces to relieve internal stress.

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

  • Record operational information on specified production reports.

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

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

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

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

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

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

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

  • 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.

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

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

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

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

  • 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.

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

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

  • Tend auxiliary equipment used in welding processes.

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

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

Technologies & Software

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

Alternative Job Titles