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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

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

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

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

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

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

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

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

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

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

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

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

  • Tend auxiliary equipment used in welding processes.

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

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

  • Record operational information on specified production reports.

  • 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.

  • 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.

  • 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.

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

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

  • 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.

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

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

  • Anneal finished workpieces to relieve internal stress.

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

Technologies & Software

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

Alternative Job Titles