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Automation Risk Analysis

Will “Magnetic Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Magnetic 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%

“Magnetic 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

  • 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.

  • 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.

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

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

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

  • 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.

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

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

  • 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.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • Compute usable amounts of items in shipments.

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

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

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

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

Technologies & Software

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

Alternative Job Titles