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Automation Risk Analysis

Will “Gas Meter Checker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Gas Meter Checker” 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 Meter Checker” 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

  • 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.

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • 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.

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

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

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

  • Notify supervisors or other personnel of production problems.

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

Technologies & Software

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

Alternative Job Titles