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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

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

  • Position products, components, or parts for testing.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • 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.

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles