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Automation Risk Analysis

Will “Pressure Tester Operator” 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 Operator” 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 Operator” 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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • Position products, components, or parts for testing.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles