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Automation Risk Analysis

Will “Reflow Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #342 of 702. Estimated risk: 61.0%

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AI Exposure Risk

52%

“Reflow 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%

“Reflow 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

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

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

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

  • Record operational information on specified production reports.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • Anneal finished workpieces to relieve internal stress.

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

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

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

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

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

  • Tend auxiliary equipment used in welding processes.

Technologies & Software

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

Alternative Job Titles