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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

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

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

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

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

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

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

  • Position products, components, or parts for testing.

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

Technologies & Software

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

Alternative Job Titles