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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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

  • 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.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

  • 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.

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

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

  • Position products, components, or parts for testing.

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

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

  • Compute usable amounts of items in shipments.

Technologies & Software

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

Alternative Job Titles