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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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • 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.

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles