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Automation Risk Analysis

Will “Pressure Test 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 Test 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 Test 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

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

  • 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.

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Compute usable amounts of items in shipments.

Technologies & Software

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

Alternative Job Titles