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Automation Risk Analysis

Will “Oxygraph Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #342 of 702. Estimated risk: 61.0%

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AI Exposure Risk

52%

“Oxygraph 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%

“Oxygraph 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

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

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

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

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

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

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

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

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

  • Anneal finished workpieces to relieve internal stress.

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

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

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

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

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

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

  • Record operational information on specified production reports.

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

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

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

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

  • 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.

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

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

  • Tend auxiliary equipment used in welding processes.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles