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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

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

  • Position products, components, or parts for testing.

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

  • 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.

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles