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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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • 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.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Position products, components, or parts for testing.

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

  • Compute usable amounts of items in shipments.

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

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

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

Technologies & Software

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

Alternative Job Titles