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Automation Risk Analysis

Will “Furnace Stock Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Furnace Stock Inspector” 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 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

54%

“Furnace Stock Inspector” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 54% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Inspectors, Testers, Sorters, Samplers, and Weighers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Inspect, test, sort, sample, or weigh nonagricultural raw materials or processed, machined, fabricated, or assembled parts or products for defects, wear, and deviations from specifications. May use precision measuring instruments and complex test equipment.

Avg. Annual Salary $51,670
Avg. Hourly Wage $24.84
Available Jobs (US) 591,180
Job Title & Hierarchy Code (SOC) Inspectors, Testers, Sorters, Samplers, and Weighers #51-9061
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Inspectors, Testers, Sorters, Samplers, and Weighers”

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Core Skills & Abilities

  • Read blueprints, data, manuals, or other materials to determine specifications, inspection and testing procedures, adjustment methods, certification processes, formulas, or measuring instruments required.

  • Write test or inspection reports describing results, recommendations, or needed repairs.

  • Monitor machines that automatically measure, sort, or inspect products.

  • Grade, classify, or sort products according to sizes, weights, colors, or other specifications.

  • Measure dimensions of products to verify conformance to specifications, using measuring instruments, such as rulers, calipers, gauges, or micrometers.

  • Record inspection or test data, such as weights, temperatures, grades, or moisture content, and quantities inspected or graded.

  • Remove defects, such as chips, burrs, or lap corroded or pitted surfaces.

  • Check arriving materials to ensure that they match purchase orders, submitting discrepancy reports as necessary.

  • Monitor production operations or equipment to ensure conformance to specifications, making necessary process or assembly adjustments.

  • Read dials or meters to verify that equipment is functioning at specified levels.

  • Adjust, clean, or repair products or processing equipment to correct defects found during inspections.

  • Notify supervisors or other personnel of production problems.

  • Compare colors, shapes, textures, or grades of products or materials with color charts, templates, or samples to verify conformance to standards.

  • Compute usable amounts of items in shipments.

  • Discard or reject products, materials, or equipment not meeting specifications.

  • Clean, maintain, calibrate, or repair measuring instruments or test equipment, such as dial indicators, fixed gauges, or height gauges.

  • Weigh materials, products, containers, or samples to verify packaging weights or ingredient quantities.

  • Fabricate, install, position, or connect components, parts, finished products, or instruments for testing or operational purposes.

  • Recommend necessary corrective actions, based on inspection results.

  • Analyze test data, making computations as necessary, to determine test results.

  • Compute defect percentages or averages, using formulas and calculators.

  • Stack or arrange tested products for further processing, shipping, or packaging.

  • Position products, components, or parts for testing.

  • Mark items with details, such as grade or acceptance-rejection status.

  • Administer tests to assess whether engineers or operators are qualified to use equipment.

  • Make minor adjustments to equipment, such as turning setscrews to calibrate instruments to required tolerances.

  • Disassemble defective parts or components, such as inaccurate or worn gauges or measuring instruments.

  • Collect or select samples for testing or for use as models.

  • Inspect, test, or measure materials, products, installations, or work for conformance to specifications.

  • Inspect or test raw materials, parts, or products to determine compliance with environmental standards.

  • Interpret legal requirements, provide safety information, or recommend compliance procedures to contractors, craft workers, engineers, or property owners.

Technologies & Software

  • Dassault Systemes CATIA
  • Database software
  • The MathWorks MATLAB
  • Apache Pig
  • Verisurf Metrology
  • Minitab
  • Inspection marking systems
  • Wilcox Associates PC-DMIS Inspection Planner
  • Atlassian JIRA
  • Cybermetrics GAGETrak
  • Grok (xAI)
  • Autodesk AutoCAD
  • Label inspection systems
  • Microsoft Office software
  • Qwen (Alibaba)
  • R
  • Microsoft Excel
  • Coordinate measuring machine software
  • Mastercam Design
  • Dassault Systemes SolidWorks
  • Statistical process control SPC data collection devices
  • ChatGPT (OpenAI)
  • Medical condition coding software
  • Rockwell Automation AI
  • Kimi (Moonshot AI)
  • Mastercam computer-aided design and manufacturing software
  • Microsoft Outlook
  • Microsoft PowerPoint
  • SAP software
  • Structured query language SQL
  • FileMaker Pro
  • Apache Hive
  • Microsoft Word
  • Computer assisted design software
  • Claude (Anthropic)
  • Microsoft Visio
  • Nova (Amazon)
  • Selenium
  • Mistral (Mistral AI)
  • IBM Notes
  • Llama (Meta)
  • ABB AI Robotics
  • Computer-aided inspection software
  • Microsoft SharePoint
  • Extensible markup language XML
  • Design of experiments DOE software
  • Cognex Vision AI
  • Siemens Industrial AI
  • Skype
  • Data analysis software
  • IBM Lotus Notes
  • Gemini (Google)
  • Data entry software
  • Microsoft Access
  • Tolerance analysis software
  • Sight Machine AI
  • DeepSeek
  • Sorting machines
  • Frequency counters
  • Hydraulic lifts
  • Metallurgical microscopes
  • Holographic interferometers
  • In-circuit testers
  • Verisurf Master3DGage
  • Penetrant flaw detectors
  • Shock testers
  • Depth gauges
  • Laser thickness gauges
  • Laser shearography flaw detectors
  • Tensile testers
  • Color spectrometers
  • Bubble leak testers
  • Hardness testers
  • Moisture meters
  • Strain gauges
  • Viscometers
  • Logic test systems
  • Creep and stress relaxation testers
  • Conductivity meters
  • Fatigue testers
  • Hydraulic pumps
  • Ammeters
  • Optical gauges
  • Capacitive acceleration instruments
  • Frequency meters
  • Thread gauges
  • Calipers
  • Manufacturing defect analyzers MDA
  • Radiographic flaw detectors
  • Pin gauges
  • Shear testers
  • Forklifts
  • Optical comparators
  • Verisurf CMM Master
  • Bit error rate testers BERT
  • Mass flow leak testers
  • Digital resistance thermometers
  • Magnetic particle flaw detectors
  • Overhead cranes
  • Impact toughness testers
  • Return loss calibrator RLC passive component testers
  • Digital resistance meters
  • Signal generators
  • Beta gauges
  • Pi tapes
  • Impact hammers
  • Digital voltmeters DVM
  • Personal computers
  • Magnetic induction acceleration instruments
  • Multimeters
  • Vibration and shaker systems
  • Plug gauges
  • Micrometers
  • Plotters
  • Industrial bench scales
  • Compression testers
  • Sampling oscilloscopes
  • Direct current DC power testers
  • Environmental chambers
  • Resistivity meters
  • Calorimetric leak testers
  • Function generators
  • Gloss meters
  • Piezoelectric acceleration instruments
  • Utrasonic flaw detectors
  • Null-balance acceleration instruments
  • Pulse generators
  • Printed circuit board PCB testers
  • Backplane testers
  • Hipot testers
  • Resonance acceleration instruments
  • Verisurf 3Dgage
  • Force transducers
  • Continuity testers
  • Coordinate measuring machines CMM
  • Eddy current probes
  • Ductility testers
  • Measuring microscopes
  • Power meters
  • Digital multimeters
  • Linear or mixed signal equipment
  • Eddy current flaw detectors
  • Resistance meters
  • Height gauges
  • Accelerometers

Alternative Job Titles