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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

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

  • Compute usable amounts of items in shipments.

  • 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.

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

Technologies & Software

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

Alternative Job Titles