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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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • 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.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

  • 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.

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

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

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

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

  • 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.

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

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

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

  • Compute usable amounts of items in shipments.

  • Position products, components, or parts for testing.

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

  • Compare colors, shapes, textures, or grades of products or materials with color charts, templates, or samples to verify conformance to standards.

Technologies & Software

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

Alternative Job Titles