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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

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

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

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

  • Position products, components, or parts for testing.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • 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.

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

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

  • 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.

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles