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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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

  • 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.

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles