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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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Compute usable amounts of items in shipments.

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

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

  • 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.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles