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Automation Risk Analysis

Will “Brazing 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%

“Brazing 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%

“Brazing 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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Tend auxiliary equipment used in welding processes.

  • 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.

  • Record operational information on specified production reports.

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

  • Anneal finished workpieces to relieve internal stress.

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

Technologies & Software

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

Alternative Job Titles