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Automation Risk Analysis

Will “Quartz Orientator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Quartz Orientator” 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%

“Quartz Orientator” 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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • 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.

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

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

  • 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.

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

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

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

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

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • Position products, components, or parts for testing.

Technologies & Software

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

Alternative Job Titles