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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

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

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

  • Position products, components, or parts for testing.

  • Compute usable amounts of items in shipments.

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles