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Automation Risk Analysis

Will “Missile Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Missile 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%

“Missile 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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

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

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

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

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

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

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

  • 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.

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

  • Compute usable amounts of items in shipments.

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

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

  • 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.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

Technologies & Software

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

Alternative Job Titles