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Automation Risk Analysis

Will “Noise Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Noise Tester” 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%

“Noise Tester” 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.

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

  • 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.

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

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

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

Alternative Job Titles