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Automation Risk Analysis

Will “Re-Examiner” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Re-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%

“Re-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

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

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

  • Compute usable amounts of items in shipments.

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

  • Notify supervisors or other personnel of production problems.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles