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Automation Risk Analysis

Will “Capsule Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Capsule Inspector” 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%

“Capsule Inspector” 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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • 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.

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

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

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

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

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

  • 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.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

Technologies & Software

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

Alternative Job Titles