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Automation Risk Analysis

Will “Meter Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Meter Tester” 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%

“Meter Tester” 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

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

  • Compute usable amounts of items in shipments.

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

  • 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.

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

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

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

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

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

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

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

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

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

  • 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.

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

Technologies & Software

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

Alternative Job Titles