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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

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

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

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

  • 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.

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

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

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

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

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

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • 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.

  • 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.

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

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

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

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

  • Position products, components, or parts for testing.

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

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

Technologies & Software

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

Alternative Job Titles