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Automation Risk Analysis

Will “Cover Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Cover 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%

“Cover 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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • 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.

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

  • Position products, components, or parts for testing.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles