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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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

  • 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.

  • 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.

  • Position products, components, or parts for testing.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

Technologies & Software

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

Alternative Job Titles