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Automation Risk Analysis

Will “Gun Examiner” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Gun Examiner” 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%

“Gun Examiner” 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

  • Notify supervisors or other personnel of production problems.

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

  • 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.

  • 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.

  • Compute usable amounts of items in shipments.

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

  • 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.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • 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.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles