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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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

  • 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.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

Technologies & Software

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

Alternative Job Titles