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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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • 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.

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

  • 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.

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles