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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

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • Position products, components, or parts for testing.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

Technologies & Software

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

Alternative Job Titles