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Automation Risk Analysis

Will “Meter Calibrator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Meter Calibrator” 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 Calibrator” 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

  • Compute usable amounts of items in shipments.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

  • 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.

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

  • 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.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

Technologies & Software

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

Alternative Job Titles