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Automation Risk Analysis

Will “Filter Tip Catcher” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Filter Tip Catcher” 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%

“Filter Tip Catcher” 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

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

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

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

  • 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.

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

  • 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.

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

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

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

  • Position products, components, or parts for testing.

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

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

  • 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.

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles