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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.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

  • Notify supervisors or other personnel of production problems.

  • 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.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles