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Automation Risk Analysis

Will “Rubber Stamp Dies Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Rubber Stamp Dies Inspector” 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%

“Rubber Stamp Dies Inspector” 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

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

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

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

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

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

  • 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.

  • Position products, components, or parts for testing.

  • 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.

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

  • Compute usable amounts of items in shipments.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles