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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

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

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

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

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

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

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

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

  • 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.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles