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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

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

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

  • 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.

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

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

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

  • Record operational information on specified production reports.

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

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

  • 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.

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

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

  • 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.

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

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

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

  • Tend auxiliary equipment used in welding processes.

  • Anneal finished workpieces to relieve internal stress.

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

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

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

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

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

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

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

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

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

Alternative Job Titles