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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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

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

  • Position products, components, or parts for testing.

  • 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.

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

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

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

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

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

  • 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.

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles