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Automation Risk Analysis

Will “Ampoule Examiner” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Ampoule Examiner” 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%

“Ampoule Examiner” 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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • Notify supervisors or other personnel of production problems.

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

  • Compute usable amounts of items in shipments.

  • 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.

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

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

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

  • 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.

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

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

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

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

Technologies & Software

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

Alternative Job Titles