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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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

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

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

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

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

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

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

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

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

  • 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.

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

  • Compute usable amounts of items in shipments.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles