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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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Compute usable amounts of items in shipments.

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • Position products, components, or parts for testing.

Technologies & Software

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

Alternative Job Titles