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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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

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

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

  • 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.

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

  • 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.

  • Notify supervisors or other personnel of production problems.

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

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

  • Position products, components, or parts for testing.

  • 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.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles