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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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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  • Selenium
  • Computer assisted design software
  • Microsoft Excel
  • Apache Hive
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  • Computer-aided inspection software
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  • Tolerance analysis software
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  • Dassault Systemes SolidWorks
  • Plug gauges
  • Eddy current probes
  • Hydraulic lifts
  • Pin gauges
  • Bubble leak testers
  • Eddy current flaw detectors
  • Beta gauges
  • Frequency meters
  • Depth gauges
  • Pulse generators
  • Measuring microscopes
  • Magnetic particle flaw detectors
  • Power meters
  • Ammeters
  • Bit error rate testers BERT
  • Verisurf 3Dgage
  • Resonance acceleration instruments
  • Logic test systems
  • Utrasonic flaw detectors
  • Strain gauges
  • Printed circuit board PCB testers
  • Compression testers
  • Micrometers
  • Multimeters
  • Coordinate measuring machines CMM
  • Digital multimeters
  • Pi tapes
  • Continuity testers
  • Ductility testers
  • Piezoelectric acceleration instruments
  • Overhead cranes
  • Mass flow leak testers
  • Linear or mixed signal equipment
  • Holographic interferometers
  • Verisurf CMM Master
  • Shock testers
  • Personal computers
  • Calorimetric leak testers
  • Impact toughness testers
  • Forklifts
  • Impact hammers
  • Color spectrometers
  • Creep and stress relaxation testers
  • Function generators
  • Frequency counters
  • Thread gauges
  • Null-balance acceleration instruments
  • Environmental chambers
  • Resistance meters
  • Hipot testers
  • Sampling oscilloscopes
  • Optical comparators
  • Laser shearography flaw detectors
  • Magnetic induction acceleration instruments
  • Digital resistance meters
  • Accelerometers
  • Verisurf Master3DGage
  • Metallurgical microscopes
  • Hydraulic pumps
  • Shear testers
  • Digital voltmeters DVM
  • Tensile testers
  • Calipers
  • In-circuit testers
  • Force transducers
  • Penetrant flaw detectors
  • Backplane testers
  • Digital resistance thermometers
  • Vibration and shaker systems
  • Gloss meters
  • Height gauges
  • Optical gauges
  • Industrial bench scales
  • Resistivity meters
  • Moisture meters
  • Manufacturing defect analyzers MDA
  • Direct current DC power testers
  • Viscometers
  • Fatigue testers
  • Hardness testers
  • Capacitive acceleration instruments
  • Radiographic flaw detectors
  • Conductivity meters
  • Laser thickness gauges
  • Sorting machines
  • Return loss calibrator RLC passive component testers
  • Plotters
  • Signal generators

Alternative Job Titles