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Automation Risk Analysis

Will “Rubber Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Rubber Tester” 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 Tester” 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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

  • Notify supervisors or other personnel of production problems.

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

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

  • Compute usable amounts of items in shipments.

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

  • Position products, components, or parts for testing.

Technologies & Software

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

Alternative Job Titles