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Automation Risk Analysis

Will “Inspection Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Inspection Clerk” 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%

“Inspection Clerk” 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

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

  • 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.

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

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

  • Notify supervisors or other personnel of production problems.

  • Position products, components, or parts for testing.

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

  • 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.

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

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

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

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

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Compute usable amounts of items in shipments.

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

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles