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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.

  • 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.

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

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

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

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

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

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

  • Anneal finished workpieces to relieve internal stress.

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

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

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

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

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

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

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

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

  • Record operational information on specified production reports.

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

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

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

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles