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Automation Risk Analysis

Will “Can Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Can 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%

“Can 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

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

  • Compute usable amounts of items in shipments.

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

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

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

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

  • 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.

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles