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Automation Risk Analysis

Will “Finishing Technician (Finishing Tech)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #342 of 702. Estimated risk: 61.0%

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AI Exposure Risk

52%

“Finishing Technician (Finishing Tech)” 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%

“Finishing Technician (Finishing Tech)” 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

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

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

  • Anneal finished workpieces to relieve internal stress.

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

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

  • Tend auxiliary equipment used in welding processes.

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

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

  • Record operational information on specified production reports.

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles