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Automation Risk Analysis

Will “Roll Examiner” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Roll 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%

“Roll 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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

  • 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.

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

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

  • 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.

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

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

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

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

  • 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.

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

Technologies & Software

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

Alternative Job Titles