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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

  • 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.

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

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

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

  • 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.

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

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

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

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

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

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

  • 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.

  • Compute usable amounts of items in shipments.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles