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Automation Risk Analysis

Will “Proof Coins Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Proof Coins 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%

“Proof Coins 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.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

  • Position products, components, or parts for testing.

  • 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.

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

  • 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.

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

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

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

Alternative Job Titles