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Automation Risk Analysis

Will “Firearms Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Firearms 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%

“Firearms 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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

  • 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.

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

  • 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.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles