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Automation Risk Analysis

Will “Switchboard Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Switchboard 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%

“Switchboard 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 or test raw materials, parts, or products to determine compliance with environmental standards.

  • 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.

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

  • 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.

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • Recommend necessary corrective actions, based on inspection results.

Technologies & Software

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

Alternative Job Titles