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Automation Risk Analysis

Will “Manufacturing Associate” be Automated?

Historical Context: Oxford Study (2013)

Ranked #342 of 702. Estimated risk: 61.0%

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AI Exposure Risk

52%

“Manufacturing Associate” 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%

“Manufacturing Associate” 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.

  • Anneal finished workpieces to relieve internal stress.

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

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

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

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

  • Tend auxiliary equipment used in welding processes.

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

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

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

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

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

  • Record operational information on specified production reports.

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

  • 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.

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

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

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

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

  • 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.

  • 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.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles