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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

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

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

  • 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.

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

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

  • 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.

  • 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.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Notify supervisors or other personnel of production problems.

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

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

Technologies & Software

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

Alternative Job Titles