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Automation Risk Analysis

Will “Gas Leak 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 Leak 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 Leak 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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

  • 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.

  • 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.

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

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

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

  • Position products, components, or parts for testing.

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

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

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

Technologies & Software

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

Alternative Job Titles