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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

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

  • 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.

  • Position products, components, or parts for testing.

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

  • 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.

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

  • Compute usable amounts of items in shipments.

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

Technologies & Software

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

Alternative Job Titles