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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.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

  • 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.

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles