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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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

  • 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.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles