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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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

  • 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.

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles