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Automation Risk Analysis

Will “Electric Container Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Electric Container 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%

“Electric Container 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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Position products, components, or parts for testing.

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

  • 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.

  • Compute usable amounts of items in shipments.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles