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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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

  • Position products, components, or parts for testing.

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

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

  • 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.

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

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

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

  • 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.

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

  • Notify supervisors or other personnel of production problems.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles