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Automation Risk Analysis

Will “Aluminum 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%

“Aluminum 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%

“Aluminum 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

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

  • Position products, components, or parts for testing.

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • 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.

  • 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.

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

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

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

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

  • 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.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • 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.

  • Notify supervisors or other personnel of production problems.

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

Technologies & Software

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

Alternative Job Titles