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Automation Risk Analysis

Will “Mica Patcher” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Mica Patcher” 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 Patcher” 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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

Technologies & Software

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

Alternative Job Titles