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Automation Risk Analysis

Will “Measurer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Measurer” 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%

“Measurer” 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 defect percentages or averages, using formulas and calculators.

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

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

  • 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.

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

  • 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.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • 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.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

Technologies & Software

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

Alternative Job Titles