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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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • 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.

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

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

Technologies & Software

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

Alternative Job Titles