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Automation Risk Analysis

Will “Field Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #342 of 702. Estimated risk: 61.0%

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AI Exposure Risk

52%

“Field 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%

“Field 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

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

  • 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.

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

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

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

  • 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.

  • 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.

  • Record operational information on specified production reports.

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

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

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

  • Tend auxiliary equipment used in welding processes.

  • 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.

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

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

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

  • 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.

  • Anneal finished workpieces to relieve internal stress.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles