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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

  • 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.

  • 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.

  • 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.

  • 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.

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

  • Compute usable amounts of items in shipments.

  • 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.

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

  • 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.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

Technologies & Software

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

Alternative Job Titles