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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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

  • Compute usable amounts of items in shipments.

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

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

  • 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.

  • 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.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

Technologies & Software

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

Alternative Job Titles