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Automation Risk Analysis

Will “Currency Examiner” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Currency 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%

“Currency 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

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

  • Position products, components, or parts for testing.

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

  • Compute usable amounts of items in shipments.

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

  • 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.

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • 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.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles