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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

  • Anneal finished workpieces to relieve internal stress.

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

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

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

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

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

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

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

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

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

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

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

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

  • Record operational information on specified production reports.

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

  • 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.

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

  • Tend auxiliary equipment used in welding processes.

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

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles