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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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles