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Automation Risk Analysis

Will “Cutter Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Cutter Inspector” 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%

“Cutter Inspector” 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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Position products, components, or parts for testing.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • 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.

  • 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.

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

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

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

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

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles