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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

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

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

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

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

  • 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.

  • Anneal finished workpieces to relieve internal stress.

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

  • 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.

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

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

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

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

  • 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.

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

  • 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.

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

  • Tend auxiliary equipment used in welding processes.

  • 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.

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles