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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.

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

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

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

  • 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.

  • 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.

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

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

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

  • 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.

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles