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Automation Risk Analysis

Will “Material Disposition Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Material Disposition 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%

“Material Disposition 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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Notify supervisors or other personnel of production problems.

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

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

Technologies & Software

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

Alternative Job Titles