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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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • Position products, components, or parts for testing.

  • 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.

Technologies & Software

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

Alternative Job Titles