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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

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

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

  • Position products, components, or parts for testing.

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

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

  • 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.

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

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

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

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

  • 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.

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

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

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

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

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

  • Compute usable amounts of items in shipments.

  • 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.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

Technologies & Software

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

Alternative Job Titles