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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

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

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

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

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

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

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

  • 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.

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

  • Position products, components, or parts for testing.

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

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

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

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

  • 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.

  • 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.

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

Technologies & Software

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

Alternative Job Titles