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Automation Risk Analysis

Will “Argon Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Argon 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%

“Argon 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 defect percentages or averages, using formulas and calculators.

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

Technologies & Software

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

Alternative Job Titles