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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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Record operational information on specified production reports.

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

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

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

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

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

  • Anneal finished workpieces to relieve internal stress.

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

  • Tend auxiliary equipment used in welding processes.

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

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

Technologies & Software

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

Alternative Job Titles