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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

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

  • 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.

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • 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.

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

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

  • 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.

  • 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.

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

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

  • Compute usable amounts of items in shipments.

Technologies & Software

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

Alternative Job Titles