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Automation Risk Analysis

Will “PBX Inspector (Private Branch Exchange Inspector)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“PBX Inspector (Private Branch Exchange Inspector)” 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%

“PBX Inspector (Private Branch Exchange Inspector)” 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

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

  • 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.

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

  • Position products, components, or parts for testing.

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

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

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

  • 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.

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles