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Automation Risk Analysis

Will “Continuity Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Continuity Tester” 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%

“Continuity Tester” 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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

  • 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.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • 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.

  • Position products, components, or parts for testing.

Technologies & Software

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

Alternative Job Titles