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Automation Risk Analysis

Will “Calibration Checker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Calibration 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%

“Calibration 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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • 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.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

Technologies & Software

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

Alternative Job Titles