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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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Notify supervisors or other personnel of production problems.

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles