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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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • 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.

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • 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.

  • Notify supervisors or other personnel of production problems.

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

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

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

Technologies & Software

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

Alternative Job Titles