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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

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

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

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

  • 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.

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

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

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

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

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

  • 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.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

Technologies & Software

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

Alternative Job Titles