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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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

  • Position products, components, or parts for testing.

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

  • Notify supervisors or other personnel of production problems.

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles