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Automation Risk Analysis

Will “Electrical Continuity Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Electrical Continuity 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%

“Electrical Continuity 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

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

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

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

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

  • 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.

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles