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Automation Risk Analysis

Will “Gas Mask Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Gas Mask 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%

“Gas Mask 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

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

  • 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.

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

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

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

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

  • 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.

  • Compute usable amounts of items in shipments.

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

  • Recommend necessary corrective actions, based on inspection results.

Technologies & Software

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

Alternative Job Titles