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Automation Risk Analysis

Will “Travograph Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #342 of 702. Estimated risk: 61.0%

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AI Exposure Risk

52%

“Travograph 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%

“Travograph 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

  • Record operational information on specified production reports.

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

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

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

  • Tend auxiliary equipment used in welding processes.

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

  • 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.

  • 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.

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles