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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

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

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

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

  • 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.

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

  • 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.

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

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

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

  • Record operational information on specified production reports.

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

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

  • Tend auxiliary equipment used in welding processes.

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

Alternative Job Titles