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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

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

  • 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.

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

  • 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.

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

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

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

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

  • Position products, components, or parts for testing.

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

  • Compute usable amounts of items in shipments.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

Alternative Job Titles