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Automation Risk Analysis

Will “Cutting Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Cutting 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%

“Cutting 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.

  • Position products, components, or parts for testing.

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • 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.

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

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

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

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

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

  • 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.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles