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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.

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

  • 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.

  • 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.

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles