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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

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

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

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

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

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

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

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

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

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

  • Record operational information on specified production reports.

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

  • Tend auxiliary equipment used in welding processes.

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

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

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

  • Anneal finished workpieces to relieve internal stress.

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

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

  • 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.

  • 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.

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles