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Automation Risk Analysis

Will “Money Examiner” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Money 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%

“Money 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 or test raw materials, parts, or products to determine compliance with environmental standards.

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

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

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

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

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

  • 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.

  • Position products, components, or parts for testing.

  • Notify supervisors or other personnel of production problems.

  • 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.

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

Technologies & Software

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

Alternative Job Titles