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Automation Risk Analysis

Will “SMT Operator (Surface Mount Technology Operator)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #342 of 702. Estimated risk: 61.0%

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AI Exposure Risk

52%

“SMT Operator (Surface Mount Technology 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%

“SMT Operator (Surface Mount Technology 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

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

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

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

  • 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.

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

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

  • 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.

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

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

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

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

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

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

  • Tend auxiliary equipment used in welding processes.

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

  • Anneal finished workpieces to relieve internal stress.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles