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Automation Risk Analysis

Will “Cone Examiner” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Cone Examiner” 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%

“Cone Examiner” 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

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

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

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

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

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

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

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

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

  • 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.

  • 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.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

  • Position products, components, or parts for testing.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

Technologies & Software

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

Alternative Job Titles