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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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

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

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

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

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

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

  • Position products, components, or parts for testing.

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles