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Automation Risk Analysis

Will “Oxygen System Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Oxygen System 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%

“Oxygen System 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.

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

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

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

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

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

  • 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.

  • 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.

  • Compute usable amounts of items in shipments.

  • 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.

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

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

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

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

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

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

  • 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.

  • 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.

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

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

  • Notify supervisors or other personnel of production problems.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

Alternative Job Titles