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Automation Risk Analysis

Will “Mica Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Mica 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%

“Mica 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.

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

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

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

  • Compute usable amounts of items in shipments.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • 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.

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

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

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

  • Position products, components, or parts for testing.

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

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

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

Technologies & Software

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

Alternative Job Titles