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Automation Risk Analysis

Will “Pressure Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Pressure 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%

“Pressure 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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • Position products, components, or parts for testing.

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

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

  • Compute usable amounts of items in shipments.

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

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

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

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

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

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

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

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

Alternative Job Titles