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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

  • 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.

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

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

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

  • 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.

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

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

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

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

  • 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.

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

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

  • Notify supervisors or other personnel of production problems.

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

Technologies & Software

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

Alternative Job Titles