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Automation Risk Analysis

Will “Compressed Gases Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Compressed Gases 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%

“Compressed Gases 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 or test raw materials, parts, or products to determine compliance with environmental standards.

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

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

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

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

  • Position products, components, or parts for testing.

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

  • 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.

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

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

  • 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.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

Alternative Job Titles