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Automation Risk Analysis

Will “Induction Heating Equipment Setter” be Automated?

Historical Context: Oxford Study (2013)

Ranked #342 of 702. Estimated risk: 61.0%

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AI Exposure Risk

52%

“Induction Heating Equipment Setter” 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%

“Induction Heating Equipment Setter” 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

  • Record operational information on specified production reports.

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

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

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

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

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

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

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

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

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

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

  • Tend auxiliary equipment used in welding processes.

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

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

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

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

  • Anneal finished workpieces to relieve internal stress.

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

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

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

  • 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.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles