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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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • 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.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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  • SAP software
  • Siemens Industrial AI
  • Data analysis software
  • Grok (xAI)
  • Minitab
  • Database software
  • Autodesk AutoCAD
  • Microsoft PowerPoint
  • ChatGPT (OpenAI)
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  • Coordinate measuring machine software
  • Verisurf Metrology
  • Label inspection systems
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  • Inspection marking systems
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  • The MathWorks MATLAB
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  • R
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  • Selenium
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  • Structured query language SQL
  • Dassault Systemes CATIA
  • Fatigue testers
  • Magnetic induction acceleration instruments
  • Hydraulic lifts
  • Pin gauges
  • Return loss calibrator RLC passive component testers
  • Plug gauges
  • Bubble leak testers
  • Radiographic flaw detectors
  • Backplane testers
  • Continuity testers
  • Gloss meters
  • Plotters
  • Conductivity meters
  • Calorimetric leak testers
  • Laser shearography flaw detectors
  • Shock testers
  • Hipot testers
  • Industrial bench scales
  • Micrometers
  • Direct current DC power testers
  • Resonance acceleration instruments
  • Personal computers
  • Metallurgical microscopes
  • Logic test systems
  • Function generators
  • Resistivity meters
  • Vibration and shaker systems
  • Height gauges
  • Frequency counters
  • Pi tapes
  • Sorting machines
  • Digital resistance thermometers
  • Calipers
  • Measuring microscopes
  • Pulse generators
  • Optical gauges
  • Environmental chambers
  • Hydraulic pumps
  • Hardness testers
  • Printed circuit board PCB testers
  • Forklifts
  • Resistance meters
  • Shear testers
  • Penetrant flaw detectors
  • Sampling oscilloscopes
  • Strain gauges
  • Signal generators
  • Digital multimeters
  • Verisurf Master3DGage
  • Eddy current flaw detectors
  • Impact hammers
  • Mass flow leak testers
  • Digital resistance meters
  • Overhead cranes
  • Accelerometers
  • Laser thickness gauges
  • Force transducers
  • Holographic interferometers
  • Impact toughness testers
  • Power meters
  • Multimeters
  • Utrasonic flaw detectors
  • Beta gauges
  • Magnetic particle flaw detectors
  • Viscometers
  • In-circuit testers
  • Null-balance acceleration instruments
  • Coordinate measuring machines CMM
  • Thread gauges
  • Eddy current probes
  • Verisurf 3Dgage
  • Ductility testers
  • Ammeters
  • Bit error rate testers BERT
  • Piezoelectric acceleration instruments
  • Depth gauges
  • Manufacturing defect analyzers MDA
  • Color spectrometers
  • Creep and stress relaxation testers
  • Capacitive acceleration instruments
  • Tensile testers
  • Optical comparators
  • Linear or mixed signal equipment
  • Compression testers
  • Digital voltmeters DVM
  • Frequency meters
  • Verisurf CMM Master
  • Moisture meters

Alternative Job Titles